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Fundamental Limits of Membership Inference Attacks on Machine Learning Models

Fundamental Limits of Membership Inference Attacks on Machine Learning Models

20 October 2023
Eric Aubinais
Elisabeth Gassiat
Pablo Piantanida
    MIACV
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Papers citing "Fundamental Limits of Membership Inference Attacks on Machine Learning Models"

2 / 2 papers shown
Title
Membership Inference Risks in Quantized Models: A Theoretical and Empirical Study
Eric Aubinais
Philippe Formont
Pablo Piantanida
Elisabeth Gassiat
38
0
0
10 Feb 2025
Membership Inference Attacks and Generalization: A Causal Perspective
Membership Inference Attacks and Generalization: A Causal Perspective
Teodora Baluta
Shiqi Shen
S. Hitarth
Shruti Tople
Prateek Saxena
OOD
MIACV
23
18
0
18 Sep 2022
1