G. N. Srinivasa Prasanna

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

2019 · arXiv (Cornell University)

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 …