206 citations · 241 across the 8 of their papers we have counts for
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cs.CV2019★ 3 cited
Talk Proposal: Towards the Realistic Evaluation of Evasion Attacks using CARLA
Cory Cornelius, Shang-Tse Chen, Jason Martin +1
In this talk we describe our content-preserving attack on object detectors, ShapeShifter, and demonstrate how to evaluate this threat in realistic scenarios. We describe how we use…
cs.LG2019★ 5 cited
The Efficacy of SHIELD under Different Threat Models
Cory Cornelius, Nilaksh Das, Shang-Tse Chen +3
In this appraisal paper, we evaluate the efficacy of SHIELD, a compression-based defense framework for countering adversarial attacks on image classification models, which was publ…