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Tag: backdoor-attacks (1 references)

Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses 2022 article

Micah Goldblum, Dimitris Tsipras, Chulin Xie, Xinyun Chen, Avi Schwarzschild, Dawn Song, Aleksander Madry, Bo Li, Tom Goldstein

Comprehensive survey systematically categorizing dataset vulnerabilities including poisoning and backdoor attacks, their threat models, and defense mechanisms.