Data independent universal adversarial perturbations

your face has been hijacked

Official code repository for our publication 'Hardening Deep Neural Networks via Adversarial Model Cascades'

Accompanying demos for my TCES talk on loss function engineering

Tensorflow implementation for generating adversarial examples using convex programming

[For Fun - Complete] How to defend against adversarial inputs to deep nets.

Adversarial training for CNN using MNIST

Simulation of adversarial queueing (high packet loss) events in computer networks.

Generate images to fool neural networks.