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  1. computationalprivacy/querysnout computationalprivacy/querysnout Public

    Source code of ACM CCS 2022 paper "QuerySnout: Automating the Discovery of Attribute Inference Attacks against Query-Based Systems" by Ana-Maria Cretu, Florimond Houssiau, Antoine Cully, and Yves-A…

    Python 3

  2. computationalprivacy/ml-correlation-inference computationalprivacy/ml-correlation-inference Public

    Source code of the Science Advances paper "Correlations inference attacks against machine learning models" by Ana-Maria Cretu*, Florent Guépin*, and Yves-Alexandre de Montjoye.

    Jupyter Notebook 2

  3. microsoft/shadow-realignment-mia microsoft/shadow-realignment-mia Public

    Source code of PoPETS 2024 paper "Investigating the Effect of Misalignment on Membership Privacy in the White-box Setting" by Ana-Maria Cretu, Daniel Jones, Yves-Alexandre de Montjoye, Shruti Tople

    Jupyter Notebook 1

  4. computationalprivacy/adversarial-detection-avoidance-attacks computationalprivacy/adversarial-detection-avoidance-attacks Public

    Source code for creating a deduplicated version of the ImageNet dataset used in the USENIX Security ‘22 Adversarial Detection Avoidance Attacks: Evaluating the robustness of perceptual hashing-base…

    Python