97 citations · 335 across the 14 of their papers we have counts for
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cs.LG2021★ 89 cited
Unsolved Problems in ML Safety
Dan Hendrycks, Nicholas Carlini, John Schulman +1
Machine learning (ML) systems are rapidly increasing in size, are acquiring new capabilities, and are increasingly deployed in high-stakes settings. As with other powerful technolo…
cs.LG2021★ 5 cited
Evading Adversarial Example Detection Defenses with Orthogonal Projected Gradient Descent
Oliver Bryniarski, Nabeel Hingun, Pedro Pachuca +2
Evading adversarial example detection defenses requires finding adversarial examples that must simultaneously (a) be misclassified by the model and (b) be detected as non-adversari…