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adversarial attacks 1backdoor detection 1large language models 1model security 1prompt optimization 1

From the 1 of 5 linked papers with an AI index.

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20242026
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cs.LG2026

Boundary-targeted Membership Inference Attacks on Safety Classifiers

Anthony Hughes, Alexander Goldberg, Prince Jha +3

Safety classifiers are essential safeguards within generative AI systems, filtering harmful content or identifying at-risk users when interacting with large language models. Despit…