Confidence estimation in Deep Neural networks via density modelling

Akshayvarun Subramanya, Suraj Srinivas, R. Venkatesh Babu

State-of-the-art Deep Neural Networks can be easily fooled into providing incorrect high-confidence predictions for images with small amounts of adversarial noise. Does this expose…