conftrace_

neural network robustness

92 papers

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Co-occurring keywords

adversarial attack (1621) adversarial robustness (1341) adversarial example (564) neural network (6616) deep neural network (1803) adversarial training (1262) adversarial perturbation (384) image classification (1944) convolutional neural network (4226) robustness certification (47)

Papers

Evaluating Robustness of Deep Image Super-Resolution Against Adversarial Attacks ICCV 2019
On the Convergence and Robustness of Adversarial Training ICML 2019
Provable Robustness of ReLU networks via Maximization of Linear Regions AISTATS 2019
Efficient and Accurate Estimation of Lipschitz Constants for Deep Neural Networks NIPS 2019
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification EMNLP 2019
On Robustness to Adversarial Examples and Polynomial Optimization NIPS 2019
Accurate, reliable and fast robustness evaluation NIPS 2019
Lower Bounds on Adversarial Robustness from Optimal Transport NIPS 2019
Approximate Feature Collisions in Neural Nets NIPS 2019
Fast and Effective Robustness Certification NIPS 2018
Improved Network Robustness with Adversary Critic NIPS 2018
With Friends Like These, Who Needs Adversaries? NIPS 2018
Lower bounds on the robustness to adversarial perturbations NIPS 2017
Improving the Robustness of Deep Neural Networks via Stability Training CVPR 2016
DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks CVPR 2016
Measuring Neural Net Robustness with Constraints NIPS 2016
Deeply Learned Face Representations Are Sparse, Selective, and Robust CVPR 2015