EvoPoC automates end-to-end exploit synthesis for DeFi vulnerabilities by organizing protocol knowledge into a hierarchical graph for LLM multi-hop reasoning, then validating reachability and profit via SMT solving and simulation, achieving 96.6% success on 88 real attacks.
Foray: Towards effective attack synthesis against deep logical vulnerabilities in defi protocols
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EvoPoC: Automated Exploit Synthesis for DeFi Smart Contracts via Hierarchical Knowledge Graphs
EvoPoC automates end-to-end exploit synthesis for DeFi vulnerabilities by organizing protocol knowledge into a hierarchical graph for LLM multi-hop reasoning, then validating reachability and profit via SMT solving and simulation, achieving 96.6% success on 88 real attacks.