{"type": "article", "title": "Multi-Agent LLM System for Automated Vulnerability Discovery and Reproduction", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/multi-agent-llm-system-for-automated-vulnerability-discovery-and-reproduction", "original_source": "https://arxiv.org/abs/2605.21779", "published": "2026-05-27T17:42:24+00:00", "accessed": "2026-07-14", "id": "multi-agent-llm-system-for-automated-vulnerability-discovery-and-reproduction"}