SymGPT: Smarter Smart Contract Auditing
Combining Symbolic Execution with LLMs for Automated Security Verification
SymGPT pioneers a hybrid approach combining symbolic execution and large language models to automatically detect ERC standard violations in Ethereum smart contracts.
- Outperforms traditional methods with 81.3% accuracy in discovering ERC standard violations
- Reduces false positives by 5x compared to standalone LLM approaches
- Generates detailed, actionable explanations of vulnerabilities for developers
- Successfully identified real-world vulnerabilities in deployed contracts
This innovation significantly improves smart contract security in the $2T+ blockchain ecosystem, providing automated verification that can prevent financial losses from standard violations at scale.