Emily Zhang

DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for Deep Neural Networks

Recent deep learning models have shown remarkable performance in image classification. While these deep learning systems are getting closer to practical deployment, the common assumption made about data is that it does not carry any sensitive information. This assumption may not hold for many practi…