Search Results for author: Mingjun Yin

Found 3 papers, 0 papers with code

ADC: Adversarial attacks against object Detection that evade Context consistency checks

no code implementations24 Oct 2021 Mingjun Yin, Shasha Li, Chengyu Song, M. Salman Asif, Amit K. Roy-Chowdhury, Srikanth V. Krishnamurthy

A very recent defense strategy for detecting adversarial examples, that has been shown to be robust to current attacks, is to check for intrinsic context consistencies in the input data, where context refers to various relationships (e. g., object-to-object co-occurrence relationships) in images.

Object object-detection +1

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