Machine learning practitioners are becoming increasingly concerned about security issues including threats like DeepFakes and adversarial attacks, Plexiglass is a new PyTorch toolbox for cybersecurity research and testing, which enables users to evaluate a model’s robustness to adversarial attacks or get perturbed images for manual testing. It also allows users to apply the PyTorch API to easily train a deep-fake detector.