Backdooring Convolutional Neural Networks via Targeted Weight Perturbations

Jacob Dumford, Walter Scheirer

We present a new type of backdoor attack that exploits a vulnerability of convolutional neural networks (CNNs) that has been previously unstudied. In particular, we examine the app…