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Confidential Guardian: Cryptographically Prohibiting the Abuse of Model Abstention

🗓️ 29 May 2025 00:00:00Reported by Stephan Rabanser, Xiao Wang, Nicolas Papernot, Olive Franzese, Ali Shahin Shamsabadi, Adrian WellerType 
packetstormnews
 packetstormnews🔗 packetstorm.news👁 3 Views

Describe Confidential Guardian and Mirage attack that induce uncertainty to unfairly deny services while keeping accuracy; detect via calibration checks and zero-knowledge verified inference.

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29 May 2025 00:00Current
6.9Medium risk
Vulners AI Score6.9
uncertainty abusecalibrationzero knowledgeinference proofmodel abstentionsecurityethicsprivacydetection
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