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Arizona State University

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Arizona State University ↗

ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?

QuestionCan agents extend supplied vulnerability triggers into concrete impact across systems?

Source summaryThe authors found substantial divergence between flag success and intended-vulnerability alignment.

NUWA research note · independent review pending

CybersecurityCapability

The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning

QuestionCan a public proxy benchmark track hazardous knowledge while supporting mitigation research?

Source summaryThe paper evaluates knowledge-reduction methods alongside general-capability retention.

NUWA research note · independent review pending · Contains: question / method / limits

CBRNCapability