Search Results for author: Nikhil Kumar Gupta

Found 2 papers, 0 papers with code

Enforcing Linearity in DNN succours Robustness and Adversarial Image Generation

no code implementations17 Oct 2019 Anindya Sarkar, Nikhil Kumar Gupta, Raghu Iyengar

Recent studies on the adversarial vulnerability of neural networks have shown that models trained with the objective of minimizing an upper bound on the worst-case loss over all possible adversarial perturbations improve robustness against adversarial attacks.

Adversarial Defense Image Generation +1

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