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66dy-66
Iv
Inver.
Severity6/10
Model Inversion
Techniques that reconstruct sensitive training data (e.g., faces, medical records) from model parameters or outputs.
Periodic recordPrivacyarXiv2021
Xin Dong, Hongxu Yin, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov, H. T. Kung
Mitigation Strategy
Limitation of model output precision, application of Differential Privacy, prediction aggregation, and gradient access restriction.
Atomic Number
66
Iv
Risk ID
dy-66
Severity
6/10
Severity Level