116 citations · 121 across the 6 of their papers we have counts for
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cs.CV2021
Geometrically Adaptive Dictionary Attack on Face Recognition
Junyoung Byun, Hyojun Go, Changick Kim
CNN-based face recognition models have brought remarkable performance improvement, but they are vulnerable to adversarial perturbations. Recent studies have shown that adversaries…
cs.CR2021
On the Effectiveness of Small Input Noise for Defending Against Query-based Black-Box Attacks
Junyoung Byun, Hyojun Go, Changick Kim
While deep neural networks show unprecedented performance in various tasks, the vulnerability to adversarial examples hinders their deployment in safety-critical systems. Many stud…