2 papers
cs.LG2020
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…
cs.CL2017
Characterizing the hyper-parameter space of LSTM language models for mixed context applications
Victor Akinwande, Sekou L. Remy
Applying state of the art deep learning models to novel real world datasets gives a practical evaluation of the generalizability of these models. Of importance in this process is h…