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Published in ACM CCS, 2021
We take the first step quantifying the privacy risks of recommender systems through the lens of membership inferencek.
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Published in arXiv, 2023
We find that the distribution gap of predicted labels between the training and the testing time might be the cause of robust overfitting.
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Published in IEEE/CVF WACV, 2024
We propose the first generalized membership inference attack against a variety of generative models such as generative adversarial networks, [variational] autoencoders, implicit functions, and the emerging diffusion models.
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