Maximal adversarial perturbations for obfuscation: Hiding certain attributes while preserving rest

27 Sep 2019Indu IlanchezianPraneeth VepakommaAbhishek SinghOtkrist GuptaG. N. Srinivasa PrasannaRamesh Raskar

In this paper we investigate the usage of adversarial perturbations for the purpose of privacy from human perception and model (machine) based detection. We employ adversarial perturbations for obfuscating certain variables in raw data while preserving the rest... (read more)

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