Fault Tolerance of Neural Networks in Adversarial Settings

no code implementations • 30 Oct 2019 • Vasisht Duddu, N. Rajesh Pillai, D. Vijay Rao, Valentina E. Balas

Specifically, this work studies the impact of the fault tolerance of the Neural Network on training the model by adding noise to the input (Adversarial Robustness) and noise to the gradients (Differential Privacy).

Adversarial Robustness Fairness