Search Results for author: Yatie Xiao

Found 3 papers, 0 papers with code

Generating Minimal Adversarial Perturbations with Integrated Adaptive Gradients

no code implementations12 Apr 2019 Yatie Xiao, Chi-Man Pun

Deep neural networks are easily fooled high confidence predictions for adversarial samples

Image Classification

Adaptive Gradient for Adversarial Perturbations Generation

no code implementations1 Feb 2019 Yatie Xiao, Chi-Man Pun

Deep Neural Networks have achieved remarkable success in computer vision, natural language processing, and audio tasks.

Image Classification

Generating Adversarial Perturbation with Root Mean Square Gradient

no code implementations13 Jan 2019 Yatie Xiao, Chi-Man Pun, Jizhe Zhou

We focus our attention on the problem of generating adversarial perturbations based on the gradient in image classification domain

Classification General Classification +1

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