AugMixCloak applies data augmentation and PCA-based fusion to query images that match training-set perceptual hashes, pushing membership inference F1-scores toward 0.5 across five datasets.
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AugMixCloak: A Defense against Membership Inference Attacks via Image Transformation
AugMixCloak applies data augmentation and PCA-based fusion to query images that match training-set perceptual hashes, pushing membership inference F1-scores toward 0.5 across five datasets.