Adversarial Attacks are a Surprisingly Strong Baseline for Poisoning Few-Shot Meta-Learners

Elre T. Oldewage, John Bronskill, Richard E. Turner. Adversarial Attacks are a Surprisingly Strong Baseline for Poisoning Few-Shot Meta-Learners. In Javier AntorĂ¡n, Arno Blaas, Fan Feng, Sahra Ghalebikesabi, Ian Mason, Melanie F. Pradier, David Rohde, Francisco J. R. Ruiz, Aaron Schein, editors, Proceedings on "I Can't Believe It's Not Better! - Understanding Deep Learning Through Empirical Falsification" at NeurIPS 2022 Workshops, 03 December 2022, New Orleans, Louisiana, USA. Volume 187 of Proceedings of Machine Learning Research, pages 27-40, PMLR, 2022. [doi]

Abstract

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