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adversarial perturbation

384 papers

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Co-occurring keywords

adversarial attack (1621) adversarial robustness (1341) adversarial example (564) neural network (6616) adversarial training (1262) deep neural network (1803) adversarial learning (1595) image classification (1944) black-box attack (237) diffusion model (3751)

Papers

Lipschitz Bounds and Provably Robust Training by Laplacian Smoothing NIPS 2020
Learning to Confuse: Generating Training Time Adversarial Data with Auto-Encoder NIPS 2019
Adversarial Defense by Stratified Convolutional Sparse Coding CVPR 2019
Revisiting Adversarial Risk AISTATS 2019
A Geometric Perspective on the Transferability of Adversarial Directions AISTATS 2019
A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations CVPR 2019
Defense Against Adversarial Images Using Web-Scale Nearest-Neighbor Search CVPR 2019
Computational Limitations in Robust Classification and Win-Win Results COLT 2019
Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses CVPR 2019
Rademacher Complexity for Adversarially Robust Generalization ICML 2019
First-Order Adversarial Vulnerability of Neural Networks and Input Dimension ICML 2019
Low Frequency Adversarial Perturbation UAI 2019
Effective Adversarial Regularization for Neural Machine Translation ACL 2019
Robustness to Adversarial Perturbations in Learning from Incomplete Data NIPS 2019
Accurate, reliable and fast robustness evaluation NIPS 2019
Improving Black-box Adversarial Attacks with a Transfer-based Prior NIPS 2019
Adversarial Examples for Graph Data: Deep Insights into Attack and Defense IJCAI 2019
Sparse Adversarial Perturbations for Videos AAAI 2019
Fisher-Bures Adversary Graph Convolutional Networks UAI 2019
Adversarial Attacks on Neural Networks for Graph Data IJCAI 2019
Provable Robustness of ReLU networks via Maximization of Linear Regions AISTATS 2019
Sensitivity Analysis of Deep Neural Networks AAAI 2019
Interpretation of Neural Networks Is Fragile AAAI 2019
Universal Adversarial Perturbations for Speech Recognition Systems INTERSPEECH 2019
On Relating Explanations and Adversarial Examples NIPS 2019