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adversarial robustness

1335 papers

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Also known as

UAP PAR ADV AR

Co-occurring keywords

adversarial training (1261) adversarial attack (1599) neural network (6616) adversarial example (563) adversarial learning (1592) model robustness (478) adversarial defense (324) large language model (12755) certified robustness (116) adversarial perturbation (376)

Papers

Lipschitz-Certifiable Training with a Tight Outer Bound NIPS 2020
Recovery of sparse linear classifiers from mixture of responses NIPS 2020
Consistency Regularization for Certified Robustness of Smoothed Classifiers NIPS 2020
Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks NIPS 2020
Hierarchical Verification for Adversarial Robustness ICML 2020
Adversarial Nonnegative Matrix Factorization ICML 2020
Second-Order Provable Defenses against Adversarial Attacks ICML 2020
Attacks Which Do Not Kill Training Make Adversarial Learning Stronger ICML 2020
Individual Calibration with Randomized Forecasting ICML 2020
A principled approach for generating adversarial images under non-smooth dissimilarity metrics AISTATS 2020
Adversarial Robustness of Flow-Based Generative Models AISTATS 2020
On the Tightness of Semidefinite Relaxations for Certifying Robustness to Adversarial Examples NIPS 2020
How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization EMNLP 2020
Exploiting Joint Robustness to Adversarial Perturbations CVPR 2020
Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More ICML 2020
Proper Network Interpretability Helps Adversarial Robustness in Classification ICML 2020
Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models AISTATS 2020
Neural Belief Reasoner IJCAI 2020
Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve Adversarial Robustness CVPR 2020
Robust Multiple-Path Orienteering Problem: Securing Against Adversarial Attacks RSS 2020
Towards Achieving Adversarial Robustness by Enforcing Feature Consistency Across Bit Planes CVPR 2020
Regularized Training and Tight Certification for Randomized Smoothed Classifier with Provable Robustness AAAI 2020
How Does Noise Help Robustness? Explanation and Exploration under the Neural SDE Framework CVPR 2020
Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions ICML 2020
Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness IJCAI 2020