Datasets:

Farseen0
/

scar-corpus

source large_stringclasses 5 values	contract_code large_stringlengths 884 1.24M	num_lines int64 42 25.8k	has_vuln_labels bool 2 classes	vuln_labels large_stringclasses 109 values	contract_hash large_stringlengths 64 64
slither-audited	pragma solidity 0.5.17; pragma experimental ABIEncoderV2; contract Context { // Empty internal constructor, to prevent people from mistakenly deploying // an instance of this contract, which should be used via inheritance. constructor () internal { } // solhint-disable-previous-line no-empty-blocks...	3,009	true	reentrancy\|unchecked-calls\|access-control\|arithmetic\|other	50021bb7c36d83090595f944a541c3277e28bb9ecd45f8182c85902d412fc968
slither-audited	pragma solidity 0.6.12; library Address { /** * @dev Returns true if `account` is a contract. * * [IMPORTANT] * ==== * It is unsafe to assume that an address for which this function returns * false is an externally-owned account (EOA) and not a contract. * * Among o...	1,452	true	other	3c0d1855a4f61f703e10cb2d96bd77971139e1938ccad8075d4235892d37d7b3
slither-audited	"pragma solidity 0.5.15;\n\ncontract IFactRegistry {\n\n /*\n\n Returns true if the given fa(...TRUNCATED)	855	true	arithmetic	5c79a8a1bfa53b069ad3e405f984371782f3e4a20b9c2e46c3c3f3eb49ab3099
slither-audited	"pragma solidity 0.6.12;\npragma experimental ABIEncoderV2;\n\nlibrary Address {\n\n function isCon(...TRUNCATED)	1,629	true	arithmetic\|other	02ee57c901b91a55ea619f4cebc99d006463d800f3533e7e5eec3ee7ecb0da84
slither-audited	"pragma solidity 0.5.4;\n\ninterface IERC20 {\n\n\n\n\n\n function balanceOf(address account) ext(...TRUNCATED)	287	true	arithmetic	190b410af400485495d468623ffdd514e486f5c96eca65606f5b31b719211f8a
slither-audited	"pragma solidity 0.6.10;\npragma experimental ABIEncoderV2;\n\nlibrary BokkyPooBahsDateTimeLibrary {(...TRUNCATED)	4,600	true	reentrancy\|arithmetic\|other	8e307858f102e4f4e68aca322e382a01524fb9961f39ce5a2d2d24da3c0ff2c0
slither-audited	"pragma solidity 0.7.4;\n\nenum MathError { NO_ERROR, DIVISION_BY_ZERO, INTEGER_OVERFLOW, INTEGER_UN(...TRUNCATED)	1,630	true	unchecked-calls\|other	24e27dcc3a3251318cc81fdd9c3c4a3c79fb52b082b2de88457084eab65eb25a
slither-audited	"pragma solidity 0.7.0;\n\ninterface IOwnershipTransferrable {\n\n\n function transferOwnership(add(...TRUNCATED)	387	true	reentrancy\|arithmetic\|other	95f25afb4dc057a58015ff510a4ae5b25b2cf7457470d489c46a40c701fed922
slither-audited	"pragma solidity 0.7.0;\n\ninterface IOwnershipTransferrable {\n\n function transferOwnership(addre(...TRUNCATED)	280	true	reentrancy\|arithmetic\|unchecked-calls	f1a9da3fcfaa0458bae22c842473ce7f65097cdac514dec04fd189cae02dd7bc
slither-audited	"pragma solidity 0.5.0;\n\ninterface IERC20 {\n\n function transfer(address to, uint256 value) ex(...TRUNCATED)	527	true	reentrancy\|arithmetic	dec0f886345dbcdf6ef6aadd3a147dbde11dbdb55776e36cd81f6bdfb4fad9fd

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SCAR Corpus

231,269 Solidity smart contracts for sparse retrieval over smart contract code. Used as the SAE pretraining corpus and the document collection for SCAR retrieval training and evaluation.

Sources

DISL — decompiled smart contracts (sampled 120k after deduplication)
slither-audited — big-multilabel split (47k contracts with vulnerability labels)
SmartBugs Wild — 47k real-world deployed contracts
FORGE-Curated — audit report code (oldest 60% by report date, ~15k contracts)
DeFiVulnLabs — 48 vulnerability type demonstrations

Quality Filters

Removed contracts < 50 lines (insufficient context for meaningful features)
Removed import-only files (>80% import statements)
Hash-based deduplication on normalized source (strips comments, whitespace, SPDX headers, pragma directives)
Cross-source deduplication

Usage

from datasets import load_dataset
ds = load_dataset("Farseen0/scar-corpus", split="train")

Coverage

The corpus provides broad coverage of both benign and vulnerable Solidity patterns, ensuring the SAE learns features relevant to the full spectrum of smart contract code. Vulnerability classes represented include:

Reentrancy and external-call patterns
Access-control bugs
Integer overflow / underflow (pre-0.8 contracts)
Oracle manipulation and flash-loan attacks
ERC-20 / ERC-721 implementation bugs
Missing validation in transfer / withdraw functions

🗂️ All SCAR artifacts (Collection)
scar-pairs — 7,552 training pairs (uses this corpus as the document pool)
scar-eval — 838 held-out evaluation pairs
scar-weights — trained model weights (SAE pretrained on this corpus)

Paper

This dataset accompanies SCAR: Sparse Code Audit Retriever via SAE-LoRA Adaptation (Farseen Shaikh, 2026).

Paper: OpenReview submission (under review at EMNLP 2026, ACL ARR March cycle)
Code: github.com/FarseenSh/scar-retrieval
Model: Farseen0/scar-weights

Citation

@inproceedings{shaikh2026scar,
  title  = {SCAR: Sparse Code Audit Retriever via SAE-LoRA Adaptation},
  author = {Shaikh, Farseen},
  year   = {2026},
  note   = {Under review at EMNLP 2026 (ACL ARR March cycle)},
  url    = {https://openreview.net/forum?id=moD8Hxq9hN}
}