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An Extension of Fano's Inequality for Characterizing Model Susceptibility to Membership Inference Attacks.
Sumit Kumar Jha
Susmit Jha
Rickard Ewetz
Sunny Raj
Alvaro Velasquez
Laura L. Pullum
Ananthram Swami
Published in:
CoRR (2020)
Keyphrases
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machine learning
case study
probabilistic model
mathematical model
cost function
probability distribution
computational model
theoretical framework
sensitivity analysis
prediction model
database
formal model
fuzzy clustering
conceptual model
experimental data
control system
learning algorithm
data sets