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Closed-Form Bounds for DP-SGD against Record-level Inference.
Giovanni Cherubin
Boris Köpf
Andrew Paverd
Shruti Tople
Lukas Wutschitz
Santiago Zanella Béguelin
Published in:
USENIX Security Symposium (2024)
Keyphrases
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closed form
closed form expressions
variational inference
point correspondences
hyperparameters
upper bound
iterative procedure
partition function
bayesian networks
lower bound
dynamic programming
closed form solutions
exponential family