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arxiv_cs_ai ยท Nov 3, 2026 ยท paper

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DoGNAVY-Exploit: Harnessing Parallel Open-Weight Agents for Stage-Aware Vulnerability Exploitation

arxiv.orgNov 3, 2026
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Frontier LLM agents can turn known vulnerabilities into working exploits, but are costly and often access-restricted due to their potential for malicious use. Open-weight models offer a more accessible alternative, bu...

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