Identifying Audio Adversarial Examples via Anomalous Pattern Detection

Victor Akinwande, Celia Cintas, Skyler Speakman +1

Audio processing models based on deep neural networks are susceptible to adversarial attacks even when the adversarial audio waveform is 99.9% similar to a benign sample. Given the…