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Vitaly Shmatikov

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titleconferencedate
Self-interpreting Adversarial ImagesUSENIX Security '252025-08-13
Shows a new attack that embeds imperceptible perturbations into images that act as image soft prompts and steer multimodal LLM outputs to adversary objectives…
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Unwanted Learning: What It Is, Why It Matters, and What To Do About ItBeyond Differential Privacy 20192019-05-06
Empirical results show that simple classifiers trained on one label routinely learns identities from gender models and extract many unlabeled attributes (race…
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πBox: A Platform for Privacy-Preserving AppsNSDI 20132013-04-02
πBox provides a prototype platform that confines each app in an extended sandbox spanning device and cloud, exposes a private vault plus a read-only shared…
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