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

Decoupled Smart Contract Audits: Lightweight LLM Framework via Distillation and Aggregation arXiv:2606.03128v1 Announce Type: cross 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 intr