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Tobias Heldt

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#artificial intelligence Review Oct 2026

Does AI Help Cyber Attackers or Defenders? Evidence from Nonpublic Vulnerabilities and Subsequent Attacks

The release decision for frontier AI systems increasingly relies on cyber capability benchmarks, yet public vulnerability benchmarks can expose agents to previously published advisories, exploits, and fixes, making it difficult to distinguish prior exposure from capability on unseen vulnerabilities. We evaluate open-we...

Tobias Heldt, Matthew Turk, Christoph R. Landolt et al. · 0 citations

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