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Reducing Certified Regression to Certified Classification for General Poisoning Attacks

Hammoudeh, Z; Lowd, D

Hammoudeh, Z (通讯作者),Univ Oregon, Eugene, OR 97403 USA.

2023 IEEE CONFERENCE ON SECURE AND TRUSTWORTHY MACHINE LEARNING, SATML, 2023; (): 484

Abstract

Adversarial training instances can severely distort a model's behavior. This work investigates certified regression defenses, which provide guaranteed......

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