Adversarial Learning of Privacy-Preserving and Task-Oriented Representations

Taihong Xiao, Yi-Hsuan Tsai, Kihyuk Sohn +2

Data privacy has emerged as an important issue as data-driven deep learning has been an essential component of modern machine learning systems. For instance, there could be a poten…