McFowland, Edward

2 publications

IJCAI 2020 Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, Edward McFowland

AISTATS 2018 Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-Iid Data William Herlands, Edward McFowland, Andrew Gordon Wilson, Daniel B. Neill