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Smart contract security scanner — Slither + ML exploitability prediction

Project description

ChainAudit

Smart contract security scanner powered by Slither + ML exploitability prediction.

PyPI License: MIT

Web app → chainaudit.vercel.app


Install

pip install chainaudit

Prerequisites:

pip install slither-analyzer
pip install solc-select && solc-select install 0.8.24 && solc-select use 0.8.24

Usage

# Single file
chainaudit scan contract.sol

# Directory
chainaudit scan ./contracts --recursive

# Zip archive
chainaudit scan contracts.zip

# JSON output
chainaudit scan contract.sol --json

# Skip exploit simulation
chainaudit scan contract.sol --ml-only

Exit code 1 if CRITICAL vulnerabilities found — use in CI to block deployments:

chainaudit scan contracts/ --recursive || echo "Vulnerabilities found, blocking deploy"

GitHub Action

- uses: aizen299/smart-contract-auditor@v1
  with:
    target: contracts/
    fail-on-critical: true

What It Detects

EVM (Ethereum, Polygon, BNB Chain...)

Severity Examples
CRITICAL Reentrancy, Controlled Delegatecall
HIGH Unchecked Token Transfer, Weak Randomness, tx.origin Auth
MEDIUM Timestamp Dependence, Unchecked Send
LOW Missing Zero Check, Missing Events

L2 / Arbitrum / Optimism — auto-detected

Severity Examples
CRITICAL Cross-Chain Replay Attack, Bridge Reentrancy
HIGH L2 Block Number Assumption, Sequencer Dependence, Address Aliasing
MEDIUM Force-Include Griefing, Gas Price Assumption

L2 rules activate automatically when the scanner detects Arbitrum/Optimism identifiers (ArbSys, xDomainMessageSender etc.) in the contract source.


ML Predictions

Each finding includes an ML-predicted exploitability score trained on the SmartBugs dataset (143 contracts, 88% accuracy).

{
  "title": "Reentrancy",
  "severity": "CRITICAL",
  "ml_exploitability": "CRITICAL",
  "ml_confidence": 0.96
}

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