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ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks.
Minxue Tang
Anna Dai
Louis DiValentin
Aolin Ding
Amin Hass
Neil Zhenqiang Gong
Yiran Chen
Hai (Helen) Li
Published in:
USENIX Security Symposium (2024)
Keyphrases
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information theoretic
theoretic framework
probabilistic model
mutual information
log likelihood
information theory
prior knowledge
information theoretic measures
data mining
pattern recognition
probability distribution
closed form
statistical methods
multi modality