system_context dict | codebase_snapshot dict | task_type stringclasses 2
values | red_team dict | blue_team dict | coding dict | reasoning_trace stringlengths 26 152 | outcome dict |
|---|---|---|---|---|---|---|---|
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-4a5a97",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_11c8"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.scan_99914b",
"target_system.patch_d8222a",
"target_system.patch_e28172",
"target_system.patch_d8222a",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.scan_99914b -> target_system.patch_d8222a -> target_system.patch_e28172 -> target_system.patch_d8222a -> target_system.patch_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 1.99
} |
{
"attack_vector": "Third-Party Library",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-af76cb",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_b69e"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_420cc4",
"target_system.patch_28b139",
"target_system.patch_fd0516",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.patch_420cc4 -> target_system.patch_28b139 -> target_system.patch_fd0516 -> target_system.patch_9a13ca | {
"severity": "Medium",
"success": true,
"time_to_detect": 2.91
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-118076",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_35fb"
],
"steps": [
"target_system.exploit_9a13ca"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_9a13ca -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 2.54
} |
{
"attack_vector": "Web Request",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-f0cd1f",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_978f"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.42
} |
{
"attack_vector": "API Endpoint",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-36e004",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_92b1"
],
"steps": [
"target_system.exploit_d8222a",
"target_system.exploit_28b139"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_420cc4",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_d8222a -> target_system.exploit_28b139 -> target_system.patch_9a13ca -> target_system.patch_420cc4 -> target_system.patch_fd0516 | {
"severity": "High",
"success": true,
"time_to_detect": 0.37
} |
{
"attack_vector": "Phishing",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-c610a4",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_e3a4"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 0.47
} |
{
"attack_vector": "Third-Party Library",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-f3884d",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_e1d5"
],
"steps": [
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_e28172 -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.52
} |
{
"attack_vector": "Phishing",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-e2621c",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_5703"
],
"steps": [
"target_system.exploit_fd0516"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.exploit_fd0516 -> target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 2.23
} |
{
"attack_vector": "Phishing",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-ead865",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_cd47"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_031983",
"target_system.patch_031983",
"target_system.patch_420cc4",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 -> target_system.patch_031983 -> target_system.patch_031983 -> target_system.patch_420cc4 -> target_system.patch_e28172 | {
"severity": "Medium",
"success": true,
"time_to_detect": 1.23
} |
{
"attack_vector": "Web Request",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-746427",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_4ff2"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.61
} |
{
"attack_vector": "API Endpoint",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-7dd82f",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Broken Auth",
"impact": "Data Exfiltration",
"payloads": [
"payload_759e"
],
"steps": [
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_fd0516",
"target_system.patch_28b139",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a -> target_system.patch_fd0516 -> target_system.patch_28b139 -> target_system.patch_28b139 -> target_system.exploit_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 1.23
} |
{
"attack_vector": "Web Request",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-738581",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_99a6"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_fd0516 | {
"severity": "High",
"success": true,
"time_to_detect": 3.99
} |
{
"attack_vector": "Third-Party Library",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-846206",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Buffer Overflow",
"impact": "Data Exfiltration",
"payloads": [
"payload_524c"
],
"steps": [
"target_system.exploit_9a13ca",
"target_system.exploit_9a13ca"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_e28172",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a -> target_system.exploit_9a13ca -> target_system.patch_e28172 -> target_system.patch_031983 -> target_system.exploit_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 0.92
} |
{
"attack_vector": "Internal Network",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-6e41b4",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_f47a"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_031983",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 -> target_system.patch_031983 -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.97
} |
{
"attack_vector": "Web Request",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-a260c8",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_fbda"
],
"steps": [
"target_system.exploit_9a13ca"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_9a13ca -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.83
} |
{
"attack_vector": "Phishing",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-b75551",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_5868"
],
"steps": [
"target_system.exploit_031983"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_e28172",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 -> target_system.exploit_031983 -> target_system.patch_e28172 -> target_system.patch_420cc4 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.78
} |
{
"attack_vector": "Internal Network",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-641394",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_6ee6"
],
"steps": [
"target_system.exploit_28b139"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_28b139 -> target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 1.69
} |
{
"attack_vector": "Web Request",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-249d4d",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_345f"
],
"steps": [
"target_system.exploit_031983",
"target_system.exploit_031983"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_031983 -> target_system.patch_e28172 -> target_system.exploit_031983 -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 0.66
} |
{
"attack_vector": "Third-Party Library",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-4f3814",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_b689"
],
"steps": [
"target_system.exploit_fd0516",
"target_system.exploit_9a13ca"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_fd0516 -> target_system.patch_28b139 -> target_system.exploit_9a13ca -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 2.37
} |
{
"attack_vector": "Web Request",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-e0cffc",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_e829"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_d8222a",
"target_system.patch_e28172",
"target_system.patch_e28172",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_d8222a -> target_system.patch_e28172 -> target_system.patch_e28172 -> target_system.patch_9a13ca | {
"severity": "High",
"success": true,
"time_to_detect": 1
} |
{
"attack_vector": "Third-Party Library",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-c79b93",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_0645"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 2.36
} |
{
"attack_vector": "API Endpoint",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-96958d",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_c1a4"
],
"steps": [
"target_system.exploit_9a13ca"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_9a13ca -> target_system.patch_420cc4 -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 2.9
} |
{
"attack_vector": "API Endpoint",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-96b6e4",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Path Traversal",
"impact": "Data Exfiltration",
"payloads": [
"payload_7abc"
],
"steps": [
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_fd0516",
"target_system.patch_031983",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_fd0516 -> target_system.patch_031983 -> target_system.patch_9a13ca -> target_system.exploit_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 4.9
} |
{
"attack_vector": "Web Request",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-d49f3f",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_51e5"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 -> target_system.patch_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 1.77
} |
{
"attack_vector": "Phishing",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-e8ee98",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_0d13"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_031983",
"target_system.patch_9a13ca",
"target_system.patch_d8222a",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.patch_031983 -> target_system.patch_9a13ca -> target_system.patch_d8222a -> target_system.patch_28b139 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.74
} |
{
"attack_vector": "Phishing",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-4548cc",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_d876"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.09
} |
{
"attack_vector": "Third-Party Library",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-a03adc",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_6856"
],
"steps": [
"target_system.exploit_9a13ca"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_d8222a",
"target_system.patch_031983",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_9a13ca -> target_system.patch_e28172 -> target_system.patch_d8222a -> target_system.patch_031983 -> target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.09
} |
{
"attack_vector": "Third-Party Library",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-cb2892",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_0d65"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 0.66
} |
{
"attack_vector": "Web Request",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-555826",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_f180"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_031983",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_031983 -> target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.02
} |
{
"attack_vector": "Phishing",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-7b07a6",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_b27c"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_28b139",
"target_system.patch_d8222a",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_28b139 -> target_system.patch_d8222a -> target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 4.62
} |
{
"attack_vector": "Web Request",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-86456d",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_f325"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_031983",
"target_system.patch_9a13ca",
"target_system.patch_420cc4",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_031983 -> target_system.patch_9a13ca -> target_system.patch_420cc4 -> target_system.patch_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 1.73
} |
{
"attack_vector": "Third-Party Library",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-c56631",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_a38b"
],
"steps": [
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.scan_99914b",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_e28172 -> target_system.patch_031983 -> target_system.scan_99914b -> target_system.patch_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 4.65
} |
{
"attack_vector": "Internal Network",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-29be41",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Path Traversal",
"impact": "Data Exfiltration",
"payloads": [
"payload_d383"
],
"steps": [
"target_system.exploit_28b139",
"target_system.exploit_d8222a",
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_28b139 -> target_system.patch_28b139 -> target_system.exploit_d8222a -> target_system.patch_fd0516 -> target_system.exploit_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.52
} |
{
"attack_vector": "Phishing",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-38bc16",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_d336"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_420cc4",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_420cc4 -> target_system.patch_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 1.56
} |
{
"attack_vector": "API Endpoint",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-480ff5",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Path Traversal",
"impact": "Data Exfiltration",
"payloads": [
"payload_f78c"
],
"steps": [
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_420cc4 -> target_system.exploit_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 2.82
} |
{
"attack_vector": "Internal Network",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-950c45",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_3c7b"
],
"steps": [
"target_system.exploit_9a13ca"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_28b139",
"target_system.patch_420cc4",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_9a13ca -> target_system.patch_e28172 -> target_system.patch_28b139 -> target_system.patch_420cc4 -> target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 2.48
} |
{
"attack_vector": "Phishing",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-96d111",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_7e2d"
],
"steps": [
"target_system.exploit_420cc4",
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_e28172",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_420cc4 -> target_system.patch_031983 -> target_system.patch_e28172 -> target_system.exploit_420cc4 -> target_system.patch_fd0516 | {
"severity": "Medium",
"success": true,
"time_to_detect": 4.3
} |
{
"attack_vector": "Phishing",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-0c85e1",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_f184"
],
"steps": [
"target_system.exploit_031983"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_9a13ca",
"target_system.patch_420cc4",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_031983 -> target_system.patch_9a13ca -> target_system.patch_9a13ca -> target_system.patch_420cc4 -> target_system.patch_fd0516 | {
"severity": "Medium",
"success": true,
"time_to_detect": 2.97
} |
{
"attack_vector": "Phishing",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-416eac",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "XSS",
"impact": "Data Exfiltration",
"payloads": [
"payload_16d6"
],
"steps": [
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.scan_99914b",
"target_system.patch_e28172",
"target_system.patch_9a13ca",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.scan_99914b -> target_system.patch_e28172 -> target_system.patch_9a13ca -> target_system.patch_28b139 -> target_system.exploit_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.93
} |
{
"attack_vector": "Internal Network",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-49f8e3",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_2c67"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 0.27
} |
{
"attack_vector": "API Endpoint",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-8d5486",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_61f1"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_d8222a",
"target_system.patch_031983",
"target_system.patch_420cc4",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 -> target_system.patch_d8222a -> target_system.patch_031983 -> target_system.patch_420cc4 -> target_system.patch_031983 | {
"severity": "High",
"success": true,
"time_to_detect": 4.09
} |
{
"attack_vector": "Phishing",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-74404d",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Path Traversal",
"impact": "Data Exfiltration",
"payloads": [
"payload_24ae"
],
"steps": [
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_fd0516",
"target_system.patch_9a13ca",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 -> target_system.patch_fd0516 -> target_system.patch_9a13ca -> target_system.patch_28b139 -> target_system.exploit_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 0.34
} |
{
"attack_vector": "Third-Party Library",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-6c9d7c",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_01be"
],
"steps": [
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_420cc4 -> target_system.patch_031983 -> target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 4.99
} |
{
"attack_vector": "Web Request",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-bca9ae",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_6484"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 3.34
} |
{
"attack_vector": "Web Request",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-6c1fbb",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_b2d3"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_d8222a",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.patch_d8222a -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.91
} |
{
"attack_vector": "Internal Network",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-96363a",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_f858"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.07
} |
{
"attack_vector": "Internal Network",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-9be8c8",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Path Traversal",
"impact": "Data Exfiltration",
"payloads": [
"payload_335b"
],
"steps": [
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_420cc4",
"target_system.patch_28b139",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 -> target_system.patch_420cc4 -> target_system.patch_28b139 -> target_system.patch_28b139 -> target_system.exploit_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 0.11
} |
{
"attack_vector": "Third-Party Library",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-6f061b",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_02ff"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_9a13ca",
"target_system.patch_9a13ca",
"target_system.patch_9a13ca",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_9a13ca -> target_system.patch_9a13ca -> target_system.patch_9a13ca -> target_system.patch_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 1.17
} |
{
"attack_vector": "Internal Network",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-b9d06f",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Path Traversal",
"impact": "Data Exfiltration",
"payloads": [
"payload_7a06"
],
"steps": [
"target_system.exploit_d8222a",
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_e28172",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.patch_e28172 -> target_system.patch_9a13ca -> target_system.exploit_d8222a -> target_system.exploit_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 2.4
} |
{
"attack_vector": "Web Request",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-643579",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_e9d9"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.63
} |
{
"attack_vector": "Internal Network",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-9f1845",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_87ec"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_031983",
"target_system.patch_28b139",
"target_system.patch_e28172",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.patch_031983 -> target_system.patch_28b139 -> target_system.patch_e28172 -> target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.22
} |
{
"attack_vector": "API Endpoint",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-7b3efb",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_b46b"
],
"steps": [
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_e28172",
"target_system.patch_e28172",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a -> target_system.patch_e28172 -> target_system.exploit_420cc4 -> target_system.patch_e28172 -> target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 2.16
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-87b9f5",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Insecure Deserialization",
"impact": "Data Exfiltration",
"payloads": [
"payload_bb05"
],
"steps": [
"target_system.exploit_031983"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_9a13ca",
"target_system.patch_fd0516",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_9a13ca -> target_system.patch_fd0516 -> target_system.patch_28b139 -> target_system.exploit_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.4
} |
{
"attack_vector": "Phishing",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-50ff37",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_41dc"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_420cc4",
"target_system.patch_28b139",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_420cc4 -> target_system.patch_28b139 -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.01
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-64df06",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_3ec4"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 2.12
} |
{
"attack_vector": "Phishing",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-80e4c3",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "XSS",
"impact": "Data Exfiltration",
"payloads": [
"payload_89f2"
],
"steps": [
"target_system.exploit_420cc4",
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_28b139",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a -> target_system.patch_28b139 -> target_system.exploit_420cc4 -> target_system.patch_d8222a -> target_system.exploit_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.04
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-d1e280",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_f7d3"
],
"steps": [
"target_system.exploit_28b139"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_28b139",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_28b139 -> target_system.patch_d8222a -> target_system.patch_28b139 -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 0.38
} |
{
"attack_vector": "API Endpoint",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-412aec",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_b1ef"
],
"steps": [
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_9a13ca",
"target_system.patch_9a13ca",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_d8222a -> target_system.patch_e28172 -> target_system.patch_9a13ca -> target_system.patch_9a13ca -> target_system.patch_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 1.86
} |
{
"attack_vector": "Internal Network",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-715d5c",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_f078"
],
"steps": [
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.exploit_e28172 -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 4.13
} |
{
"attack_vector": "Phishing",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-a5689a",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_76d4"
],
"steps": [
"target_system.exploit_fd0516"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.scan_99914b",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.scan_99914b -> target_system.exploit_fd0516 -> target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.08
} |
{
"attack_vector": "Web Request",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-502a3f",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_aa84"
],
"steps": [
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_fd0516",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_fd0516 -> target_system.exploit_420cc4 -> target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.46
} |
{
"attack_vector": "Web Request",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-d61cb1",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_56b2"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_fd0516",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.patch_fd0516 -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 0.45
} |
{
"attack_vector": "Web Request",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-4a3604",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_8642"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 2.01
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-ff33c1",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_665d"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.scan_99914b",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.scan_99914b -> target_system.patch_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 1.33
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-8ed176",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_38bc"
],
"steps": [
"target_system.exploit_420cc4",
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_420cc4 -> target_system.exploit_e28172 -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 1.25
} |
{
"attack_vector": "Web Request",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-a55846",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "SQL Injection",
"impact": "Data Exfiltration",
"payloads": [
"payload_92b4"
],
"steps": [
"target_system.exploit_fd0516"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_d8222a",
"target_system.patch_9a13ca",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_d8222a -> target_system.patch_9a13ca -> target_system.patch_e28172 -> target_system.exploit_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.05
} |
{
"attack_vector": "Web Request",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-cc3941",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Insecure Deserialization",
"impact": "Data Exfiltration",
"payloads": [
"payload_eba3"
],
"steps": [
"target_system.exploit_031983"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_420cc4",
"target_system.patch_fd0516",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a -> target_system.patch_420cc4 -> target_system.patch_fd0516 -> target_system.patch_fd0516 -> target_system.exploit_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.19
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-35080f",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_13bf"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 0.85
} |
{
"attack_vector": "Internal Network",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-f1acad",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_1b3b"
],
"steps": [
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_fd0516",
"target_system.patch_420cc4",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.patch_fd0516 -> target_system.exploit_d8222a -> target_system.patch_420cc4 -> target_system.patch_031983 | {
"severity": "Medium",
"success": true,
"time_to_detect": 2.22
} |
{
"attack_vector": "API Endpoint",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-562a75",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_31ae"
],
"steps": [
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_031983",
"target_system.patch_fd0516",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_031983 -> target_system.patch_fd0516 -> target_system.exploit_420cc4 -> target_system.patch_031983 | {
"severity": "Medium",
"success": true,
"time_to_detect": 4.86
} |
{
"attack_vector": "Phishing",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-f4222e",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_d35b"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.95
} |
{
"attack_vector": "Internal Network",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-ca7ed7",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_ac47"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 3
} |
{
"attack_vector": "Web Request",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-822a81",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_2ca5"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_e28172",
"target_system.patch_9a13ca",
"target_system.patch_fd0516",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 -> target_system.patch_e28172 -> target_system.patch_9a13ca -> target_system.patch_fd0516 -> target_system.patch_28b139 | {
"severity": "Medium",
"success": true,
"time_to_detect": 1.64
} |
{
"attack_vector": "Internal Network",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-5e4406",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_05d4"
],
"steps": [
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.exploit_e28172 -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 0.32
} |
{
"attack_vector": "API Endpoint",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-b4ca8d",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_732e"
],
"steps": [
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.exploit_420cc4 -> target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 2.63
} |
{
"attack_vector": "Web Request",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-74fae7",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_1b0e"
],
"steps": [
"target_system.exploit_031983"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_420cc4",
"target_system.patch_e28172",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_031983 -> target_system.patch_9a13ca -> target_system.patch_420cc4 -> target_system.patch_e28172 -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.1
} |
{
"attack_vector": "Third-Party Library",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-5b2955",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_e008"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.patch_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 4.04
} |
{
"attack_vector": "Third-Party Library",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-b415c7",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_ecf7"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_d8222a",
"target_system.patch_d8222a",
"target_system.patch_28b139",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.patch_d8222a -> target_system.patch_d8222a -> target_system.patch_28b139 -> target_system.patch_e28172 | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.69
} |
{
"attack_vector": "Internal Network",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-06bc75",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_02fd"
],
"steps": [
"target_system.exploit_9a13ca",
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_9a13ca -> target_system.patch_28b139 -> target_system.exploit_e28172 -> target_system.patch_d8222a | {
"severity": "High",
"success": true,
"time_to_detect": 2.07
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-270c9b",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_86fd"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_031983",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.patch_031983 -> target_system.patch_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 2.37
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-9f26fe",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_c52b"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_031983",
"target_system.patch_d8222a",
"target_system.patch_420cc4",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.patch_031983 -> target_system.patch_d8222a -> target_system.patch_420cc4 -> target_system.patch_420cc4 | {
"severity": "High",
"success": true,
"time_to_detect": 4.78
} |
{
"attack_vector": "Web Request",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-df9b3c",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_6284"
],
"steps": [
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_031983",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_420cc4 -> target_system.patch_420cc4 -> target_system.patch_031983 -> target_system.patch_28b139 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.54
} |
{
"attack_vector": "Third-Party Library",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-4e5c57",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_0865"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 -> target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 1.89
} |
{
"attack_vector": "Third-Party Library",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-e3d79a",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_90f0"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 -> target_system.patch_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 4.13
} |
{
"attack_vector": "Third-Party Library",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-ea18ae",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "SQL Injection",
"impact": "Data Exfiltration",
"payloads": [
"payload_a38f"
],
"steps": [
"target_system.exploit_fd0516",
"target_system.exploit_fd0516",
"target_system.exploit_fd0516"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_fd0516 -> target_system.patch_d8222a -> target_system.patch_031983 -> target_system.exploit_fd0516 -> target_system.exploit_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.04
} |
{
"attack_vector": "Third-Party Library",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-146e66",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_ebd3"
],
"steps": [
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_fd0516",
"target_system.patch_9a13ca",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.exploit_e28172 -> target_system.patch_fd0516 -> target_system.patch_9a13ca -> target_system.patch_420cc4 | {
"severity": "High",
"success": true,
"time_to_detect": 3.73
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-0c3782",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_1881"
],
"steps": [
"target_system.exploit_fd0516"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_fd0516 -> target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 2.74
} |
{
"attack_vector": "Internal Network",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-887b97",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_27c5"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_fd0516",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_fd0516 -> target_system.patch_420cc4 | {
"severity": "High",
"success": true,
"time_to_detect": 3.1
} |
{
"attack_vector": "Phishing",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-780a3b",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Insecure Deserialization",
"impact": "Data Exfiltration",
"payloads": [
"payload_cbf2"
],
"steps": [
"target_system.exploit_031983",
"target_system.exploit_031983"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_420cc4",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 -> target_system.patch_420cc4 -> target_system.patch_d8222a -> target_system.exploit_031983 -> target_system.exploit_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 0.4
} |
{
"attack_vector": "Web Request",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-eb5030",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_1834"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 1.29
} |
{
"attack_vector": "Third-Party Library",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-7629be",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_98bc"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.scan_99914b",
"target_system.patch_420cc4",
"target_system.patch_031983",
"target_system.patch_420cc4",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.scan_99914b -> target_system.patch_420cc4 -> target_system.patch_031983 -> target_system.patch_420cc4 -> target_system.patch_9a13ca | {
"severity": "High",
"success": true,
"time_to_detect": 4.17
} |
{
"attack_vector": "Internal Network",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-354a7e",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_2dec"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 2.59
} |
{
"attack_vector": "API Endpoint",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-0dbaa0",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_8899"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 4.8
} |
{
"attack_vector": "Web Request",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-1f53d0",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_fb33"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 0.51
} |
{
"attack_vector": "Third-Party Library",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-17912e",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_68e6"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_28b139",
"target_system.patch_fd0516",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_28b139 -> target_system.patch_fd0516 -> target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.43
} |
{
"attack_vector": "Phishing",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-f4cdc9",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_8a14"
],
"steps": [
"target_system.exploit_28b139"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_fd0516",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_28b139 -> target_system.patch_9a13ca -> target_system.patch_fd0516 -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.12
} |
{
"attack_vector": "Internal Network",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-64dde1",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_8d6a"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_28b139",
"target_system.patch_fd0516",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a -> target_system.patch_28b139 -> target_system.patch_fd0516 -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 2.4
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-e20fb6",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_138b"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_031983",
"target_system.patch_d8222a",
"target_system.patch_e28172",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_031983 -> target_system.patch_d8222a -> target_system.patch_e28172 -> target_system.patch_420cc4 | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.38
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-e8ce7e",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_4a53"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.93
} |
{
"attack_vector": "Third-Party Library",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-77eaa8",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_9f82"
],
"steps": [
"target_system.exploit_031983",
"target_system.exploit_031983"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_e28172",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_031983 -> target_system.patch_fd0516 -> target_system.exploit_031983 -> target_system.patch_e28172 -> target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.73
} |
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