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Website Fingerprinting Defenses at the Application Layer., , и . Proc. Priv. Enhancing Technol., 2017 (2): 186-203 (2017)Bayes, not Naïve: Security Bounds on Website Fingerprinting Defenses.. Proc. Priv. Enhancing Technol., 2017 (4): 215-231 (2017)Closed-Form Bounds for DP-SGD against Record-level Inference., , , , , и . CoRR, (2024)SoK: Let The Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning., , , , , , , и . CoRR, (2022)Preface., , , и . COPA, том 152 из Proceedings of Machine Learning Research, стр. 1-3. PMLR, (2021)How do the performance of a Conformal Predictor and its underlying algorithm relate?. COPA, том 204 из Proceedings of Machine Learning Research, стр. 546-548. PMLR, (2023)Reconstructing Training Data with Informed Adversaries., , и . SP, стр. 1138-1156. IEEE, (2022)Majority vote ensembles of conformal predictors.. Mach. Learn., 108 (3): 475-488 (2019)Approximating Full Conformal Prediction at Scale via Influence Functions., , , и . AAAI, стр. 6631-6639. AAAI Press, (2023)SoK: Let the Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning., , , , , , , и . SP, стр. 327-345. IEEE, (2023)