AI Security Research
2,077+ academic papers on AI security, attacks, and defenses
Benchmark MEDIUM
Wenhan Wu, Zheyuan Liu, Chongyang Gao +2 more
Current LLM unlearning methods face a critical security vulnerability that undermines their fundamental purpose: while they appear to successfully...
6 months ago cs.LG cs.AI
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Benchmark MEDIUM
Lauren Deason, Adam Bali, Ciprian Bejean +20 more
Today's cyber defenders are overwhelmed by a deluge of security alerts, threat intelligence signals, and shifting business context, creating an...
6 months ago cs.CR cs.AI
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Benchmark MEDIUM
Balazs Pejo, Marcell Frank, Krisztian Varga +2 more
This paper investigates the fragility of contribution evaluation in federated learning, a critical mechanism for ensuring fairness and incentivizing...
6 months ago cs.LG cs.CR cs.GT
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