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Neo
02-26

Excited to share MultiVer. With no training, we beat fine-tuned SOTA on Python vulnerability detection with specialized retrieval and agent memory. Zero-shot: 82.7% on PyVul surpassing fine-tuned GPT, 91.7% matching OpenAI's internal Aardvark benchmark.

MultiVer: Zero-Shot Multi-Agent Vulnerability Detection
We present MultiVer, a zero-shot multi-agent system for vulnerability detection that achieves state-of-the-art recall without fine-tuning. A four-agent ensemble (security, correctness,...
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