Probing Network Decisions: Capturing Uncertainties and Unveiling Vulnerabilities Without Label Information

Youngju Joung, Sehyun Lee, Jaesik Choi

To improve trust and transparency, it is crucial to be able to interpret the decisions of Deep Neural classifiers (DNNs). Instance-level examinations, such as attribution technique…