Browsing Brage IMR by Author "Kim, Hyeongji"
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Measuring Adversarial Robustness using a Voronoi-Epsilon Adversary
Kim, Hyeongji; Parviainen, Pekka; Malde, Ketil (Peer reviewed; Journal article, 2023)Previous studies on robustness have argued that there is a tradeoff between accuracy and adversarial accuracy. The tradeoff can be inevitable even when we neglect generalization. We argue that the tradeoff is inherent to ...