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08/23/2023
Sample Complexity of Robust Learning against Evasion Attacks
It is becoming increasingly important to understand the vulnerability of...
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10/12/2022
When are Local Queries Useful for Robust Learning?
Distributional assumptions have been shown to be necessary for the robus...
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05/12/2022
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks
A fundamental problem in adversarial machine learning is to quantify how...
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09/12/2019