Aman Saxena
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126
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2026
Provable Robustness against Backdoor Attacks via the Primal-Dual Perspective on Differential Privacy
The paper proposes a novel framework using the primal-dual perspective of differential privacy to provide a unified, modular, and end-to-end robustness certification for complex machine learning models against joint backdoor attacks.
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