Decoupled Smart Contract Audits

Decoupled Smart Contract Audits: Lightweight LLM Framework via Distillation and Aggregation

Announce Type: new Abstract: Smart contracts face critical security challenges that require thorough auditing in decentralized web services. While Large Language Models (LLMs) have shown promise in automated vulnerability detection, existing approaches lack severity evaluations with actionable remediation and demand unnecessarily massive computational overhead. In this study, we introduce an efficient end-to-end smart contract security audit framework utilizing lightweight, highly optimized...