Visual Concept Networks: A Graph-Based Approach to Detecting Anomalous Data in Deep Neural Networks

Debargha Ganguly, Debayan Gupta, Vipin Chaudhary

Deep neural networks (DNNs), while increasingly deployed in many applications, struggle with robustness against anomalous and out-of-distribution (OOD) data. Current OOD benchmarks…