{
  "source": "Offlin33er/solidity-audit-instruct",
  "target": "Offlin33er/solidity-audit-instruct-v2",
  "n_train": 2224,
  "n_test": 248,
  "canonical_distribution": {
    "Arithmetic Error": 411,
    "Business Logic Violation": 655,
    "Reentrancy": 199,
    "Clean (No Vulnerability)": 800,
    "Access Control Flaw": 149,
    "Input Validation Error": 155,
    "Frontrunning / MEV": 46,
    "Denial of Service (DoS)": 57
  },
  "fallback_labels": {
    "incorrect refund handling": 1,
    "duplicate injection": 1,
    "imbalance": 1,
    "unnecessary data retrieval": 2,
    "token reuse": 3,
    "unimplemented function": 3,
    "incorrect interface usage": 2,
    "token inflation": 4,
    "duplicate variable": 1,
    "assumption-based vulnerability": 1,
    "incorrect variable usage": 2,
    "arbitrage": 8,
    "hardcoded value": 5,
    "incorrect event emission": 1,
    "insufficient interest guarantee": 1,
    "concurrency vulnerability": 1,
    "cross-chain reusability": 1,
    "expired data": 1,
    "name collision": 2,
    "immutable data exposure": 3,
    "unintended event emission": 1,
    "insufficient funds": 5,
    "error not checked": 1,
    "uncontrolled update": 1,
    "inheritance inconsistency": 1,
    "token trapping": 3,
    "inheritance": 2,
    "slippage": 5,
    "incorrect function call": 1,
    "unintended token flow": 2,
    "double decoding": 1,
    "token locking": 7,
    "overloaded function": 1,
    "incorrect conditional check": 1,
    "incorrect parameter": 1,
    "use-after-free": 4,
    "unchecked return value": 2,
    "data staleness": 1,
    "callback injection": 1,
    "hash collision": 5,
    "collateral token mismatch": 1,
    "data corruption": 1,
    "token impersonation": 1,
    "hardcoded limit": 2,
    "incorrect implementation": 1,
    "twap inconsistency": 2,
    "stuck funds": 1,
    "insufficient slippage protection": 2,
    "data inefficiency": 1,
    "contract invariant": 1,
    "collision": 3,
    "incentive misconfiguration": 1,
    "invalid data": 2,
    "overwrite": 2,
    "insufficient coverage": 2,
    "underestimation": 1,
    "cross-chain slippage": 1,
    "token swapping": 3,
    "inconsistent implementation": 5,
    "inconsistent data representation": 2,
    "arbitrary slippage": 2,
    "event emission omission": 2,
    "cache inconsistency": 1,
    "unused enumeration": 2,
    "incorrect use of variable": 2,
    "loss scenario": 1,
    "array-based flag enumeration": 1,
    "multiple inheritance": 1,
    "double spend": 1,
    "map corruption": 1,
    "double-booking": 2,
    "token unavailability": 1,
    "arbitrary data injection": 1,
    "unresettable cache": 1,
    "bootstrapping": 1,
    "decimal mismatch": 2,
    "incentivization": 1,
    "immutable address use": 1,
    "memory allocation": 1,
    "special case": 1,
    "double spending": 3,
    "boolean return value not handled": 1,
    "unused variable": 2,
    "event not handled": 1,
    "token drain": 2,
    "unintended functionality": 2,
    "insufficient funds protection": 1,
    "assertion failure": 2,
    "collateral overwrite": 1,
    "imbalanced pool join": 1,
    "insufficient funds check": 2,
    "payload injection": 1,
    "unnecessary code": 1,
    "commented code": 2,
    "domain name confusion": 1,
    "inaccurate value used for partial fill quote amount": 1,
    "cross-currency exposure": 1,
    "inheritance mismanagement": 2,
    "compiler version inconsistency": 1,
    "cross-chain asset theft": 1,
    "data tampering": 1,
    "incorrect data exposure": 1,
    "inconsistent data": 1,
    "debug code": 1,
    "pool hijacking": 1,
    "time-of-check-to-time-of-use": 1,
    "token limit bypass": 1,
    "misleading or confusing variable naming": 1,
    "token inheritance": 1,
    "insufficient debt protection": 2,
    "unpayable contract": 1,
    "signature inclusion": 1,
    "code optimization": 1,
    "lack of documentation": 1,
    "smart contract restriction": 1,
    "rate limiting": 1,
    "referrer hijacking": 1,
    "error code": 1,
    "unrestricted function call": 2,
    "double charging": 1,
    "incorrect function signature": 1,
    "unnecessary function call": 1,
    "desynchronization": 1,
    "time-related vulnerability": 3,
    "insufficient error handling": 1,
    "token incompatibility": 1,
    "self-transfer": 1,
    "insufficient collateralization": 1,
    "heap corruption": 1,
    "unrestricted functionality": 1,
    "inflation": 1,
    "functionality exposure": 1,
    "data mismatch": 1,
    "blockhash overwrite": 1,
    "predictable derivation": 1,
    "unpredictable behavior": 5,
    "incorrect interest accrual": 2,
    "unintended ether transfer": 1,
    "single-sided exit": 1,
    "mixed code": 1,
    "invalid point attack": 1,
    "incorrect assignment": 1,
    "cross-chain incompatibility": 1,
    "arbitrary configuration": 1,
    "rate limit bypass": 1,
    "unintended token redemption": 1,
    "interface implementation error": 1,
    "constant overwrite": 1,
    "inconsistent function signature": 1,
    "incorrect scaling factor": 1,
    "collateral abuse": 1,
    "immutable reference": 1,
    "insufficient capital check": 1,
    "unpredictable revert": 1,
    "outdated data": 5,
    "status overwrite": 1,
    "immutable data tampering": 2,
    "incorrect scaling": 1,
    "invalid comparison": 1,
    "arbitrary sender": 2,
    "double counting": 2,
    "outdated compiler version": 3,
    "ownable but not pausable": 1,
    "token duplication": 1,
    "delegation limitation": 1,
    "double subtraction": 2,
    "double call": 1,
    "inflation attack": 1,
    "token transfer restriction": 1,
    "private key exposure": 1,
    "incorrect time delay constant": 1,
    "unnecessary data copy": 1,
    "token lock bypass": 1,
    "time-based locking": 1,
    "key exposure": 1,
    "abstraction overload": 1,
    "unused return value": 3,
    "plugin failure": 1,
    "signature reuse": 1,
    "inclusive range check bypass": 1,
    "return data mismatch": 1,
    "token split": 1,
    "token approval": 2,
    "incorrect configuration retrieval": 1,
    "allowance not cleared": 1,
    "reversible closure": 1,
    "double free": 1,
    "token stuck": 1,
    "cross-chain decimals inconsistency": 1,
    "transfer whitelist bypass": 1,
    "blocking": 1,
    "immutable variable": 1,
    "off-by-one error": 1,
    "token-based vulnerability": 1,
    "inconsistent interface declaration": 1,
    "inaccurate or misleading documentation": 1,
    "key management": 1,
    "insufficient liquidation incentive": 1,
    "format string error": 1,
    "unremovable teller": 1,
    "unused function": 1,
    "inconsistent erc20 token implementation": 1,
    "token transfer failure": 1,
    "token loss": 2,
    "function confusion": 1,
    "data encoding ambiguity": 1,
    "hardcoded whitelist": 1,
    "uncontrolled slippage": 2,
    "double sha-256 implementation": 1,
    "collusion": 1,
    "interface inconsistency": 3,
    "code injection": 1,
    "cross-chain call failure": 1,
    "premature maturity clearance": 1,
    "debugging code": 1,
    "token reinvestment failure": 1,
    "account locking": 1,
    "unchecked allowance": 1,
    "immutable configuration": 1,
    "token confusion": 1,
    "double-checked vulnerability": 1,
    "inconsistent asset handling": 1,
    "hardcoded constant": 1,
    "event missing": 1,
    "expired protection": 1,
    "token slashing": 1,
    "blacklisted address": 1,
    "double registration": 1,
    "token burn": 1,
    "arbitrary data overwrite": 1,
    "unconditional return": 1,
    "redemption restriction bypass": 2,
    "callback not invoked": 1,
    "complexity": 1,
    "loss of assets": 1,
    "early reveal": 1,
    "address reuse": 1,
    "function misuse": 1,
    "return without error": 1,
    "delegation lock": 2,
    "domain confusion": 1,
    "token transfer block": 1,
    "shadowing": 2,
    "insufficient collateral protection": 1,
    "stale delegation": 1,
    "double counting of accrued interest": 1,
    "allowance check mismatch": 1,
    "token expiration mismatch": 1,
    "token expiration": 1,
    "cross-protocol vulnerability": 1,
    "cross-site request forgery (csrf)": 2,
    "index-based re-entrancy": 1,
    "token incentive inconsistency": 1,
    "stuck ether": 1,
    "token transfer rejection": 1,
    "erc-1155/721 receiving function missing": 1,
    "malleable merkle proof": 1,
    "token omission": 1,
    "earning persistence": 1,
    "free points minting": 1,
    "incorrect data fetching": 1,
    "assumption failure": 1,
    "bond reassignment": 1,
    "inconsistent asset return": 1,
    "snapshot vulnerability": 1,
    "outdated solidity version": 1,
    "hardcoded values": 1,
    "struct overwrite": 1,
    "unconfigured yield mode": 1,
    "default to rollable": 1,
    "function name inconsistency": 1,
    "unreliable return value": 1,
    "typo": 1,
    "invalid error handling": 1,
    "unremovable entity": 1,
    "confirmation lock": 1,
    "unrestricted commitment": 1,
    "infrequent data updates": 1,
    "insufficient adjustment": 1,
    "unimplemented functionality": 1,
    "incorrect index update": 1,
    "inconsistent documentation": 1,
    "inheritance conflict": 1,
    "inconsistent code documentation": 1,
    "contract modification": 1,
    "argument injection": 1,
    "compound interest": 1,
    "contract deployment": 1,
    "uncontrolled recursion": 1,
    "hash comparison": 1,
    "inconsistent data conversion": 1,
    "data fidelity": 1,
    "incorrect or misleading comments": 1,
    "recursion": 1,
    "decimal conversion error": 1,
    "arbitrary memory corruption": 1
  },
  "system_prompt": "You are an expert Web3 Smart Contract Auditor. Analyze the provided Solidity code snippet.\nYou MUST classify the primary finding using EXACTLY one of the following canonical categories:\n- Reentrancy\n- Arithmetic Error\n- Access Control Flaw\n- Input Validation Error\n- Frontrunning / MEV\n- Denial of Service (DoS)\n- Business Logic Violation\n- Clean (No Vulnerability)\n\nRules:\n- Use exactly these category names, verbatim, in the '## Finding: <category>' header.\n- Choose the single most relevant category for the primary issue.\n- If no vulnerability is present, the category is 'Clean (No Vulnerability)'.\nThen provide the functionality, a Description, and a Recommendation."
}