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65tb-65
Mb
Member
Severity6/10
Membership Inference
Attacks that determine if a specific record was part of the model's training set, violating privacy expectations.
Periodic recordPrivacyarXiv2023
Tobias Leemann, Martin Pawelczyk, Gjergji Kasneci
Mitigation Strategy
Implementation of Differential Privacy during training, limiting confidence of outputs, and anti-overfitting regularization techniques.
Atomic Number
65
Mb
Risk ID
tb-65
Severity
6/10
Severity Level