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eess.IV2021
Compressive Sensing Based Adaptive Defence Against Adversarial Images
Akash Kumar Gupta, Arpan Chattopadhyay, Darpan Kumar Yadav
Herein, security of deep neural network against adversarial attack is considered. Existing compressive sensing based defence schemes assume that adversarial perturbations are usual…
eess.IV2020★ 2 cited
Efficient detection of adversarial images
Darpan Kumar Yadav, Kartik Mundra, Rahul Modpur +2
In this paper, detection of deception attack on deep neural network (DNN) based image classification in autonomous and cyber-physical systems is considered. Several studies have sh…