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cs.CV2020
Systematic Evaluation of Backdoor Data Poisoning Attacks on Image Classifiers
Loc Truong, Chace Jones, Brian Hutchinson +5
Backdoor data poisoning attacks have recently been demonstrated in computer vision research as a potential safety risk for machine learning (ML) systems. Traditional data poisoning…
cs.CV2018★ 11 cited
Projecting Trouble: Light Based Adversarial Attacks on Deep Learning Classifiers
Nicole Nichols, Robert Jasper
This work demonstrates a physical attack on a deep learning image classification system using projected light onto a physical scene. Prior work is dominated by techniques for creat…