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Evani Radiya-Dixit

2 accepted papers

2022

Data Poisoning Won’t Save You From Facial Recognition

ICLR 2022poster

Data poisoning has been proposed as a compelling defense against facial recognition models trained on Web-scraped pictures. Users can perturb images they post online, so that models will misclassify future (unperturbed) pictures. We demonstrate that this strategy provides a false sense of securi…