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Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples

Mar 14, 2020
Paarth Neekhara, Shehzeen Hussain, Malhar Jere, Farinaz Koushanfar, Julian McAuley

* 10 pages, 4 figures 

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Principal Component Properties of Adversarial Samples

Dec 07, 2019
Malhar Jere, Sandro Herbig, Christine Lind, Farinaz Koushanfar


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Scratch that! An Evolution-based Adversarial Attack against Neural Networks

Dec 05, 2019
Malhar Jere, Briland Hitaj, Gabriela Ciocarlie, Farinaz Koushanfar


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