no code implementations • 14 Nov 2023 • Ana Răduţoiu, Jan-Philipp Schulze, Philip Sperl, Konstantin Böttinger
Neural networks build the foundation of several intelligent systems, which, however, are known to be easily fooled by adversarial examples.
1 code implementation • 21 Jun 2022 • Jan-Philipp Schulze, Philip Sperl, Ana Răduţoiu, Carla Sagebiel, Konstantin Böttinger
Neural networks follow a gradient-based learning scheme, adapting their mapping parameters by back-propagating the output loss.
Semi-supervised Anomaly Detection Supervised Anomaly Detection