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attack-generalized-machine-learning

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CartwheelX / apcMIA-attacks

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apcMIA: Adaptive Perturbation-assisted Contrastive Membership Inference Attack This repository contains the implementation of APCMIA, a black-box membership inference attack framework that combines adaptive perturbation with contrastive learning. It is designed to uncover subtle membership signals in well-generalized.

machine-learning membership-inference-attacks machine-learnining-attacks attack-generalized-machine-learning
  • Updated Oct 23, 2025
  • Python

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