← Keywords

adversarial robustness

1335 papers

Explore in graph

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

On the Connection Between Adversarial Robustness and Saliency Map Interpretability ICML 2019
On Certifying Non-Uniform Bounds against Adversarial Attacks ICML 2019
Improving Adversarial Robustness via Promoting Ensemble Diversity ICML 2019
VC Classes are Adversarially Robustly Learnable, but Only Improperly COLT 2019
Privacy-Preserving Obfuscation of Critical Infrastructure Networks IJCAI 2019
Metric Learning for Adversarial Robustness NIPS 2019
Action Robust Reinforcement Learning and Applications in Continuous Control ICML 2019
Functional Adversarial Attacks NIPS 2019
Provable Robustness of ReLU networks via Maximization of Linear Regions AISTATS 2019
Generalized No Free Lunch Theorem for Adversarial Robustness ICML 2019
Combating Adversarial Misspellings with Robust Word Recognition ACL 2019
Efficient Neural Network Verification with Exactness Characterization UAI 2019
Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness NIPS 2019
Adversarial training for free! NIPS 2019
Image Synthesis with a Single (Robust) Classifier NIPS 2019
Model Compression with Adversarial Robustness: A Unified Optimization Framework NIPS 2019
ResNets Ensemble via the Feynman-Kac Formalism to Improve Natural and Robust Accuracies NIPS 2019
Certifiable Robustness to Graph Perturbations NIPS 2019
Lower Bounds on Adversarial Robustness from Optimal Transport NIPS 2019
Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness IJCAI 2019
Bilateral Adversarial Training: Towards Fast Training of More Robust Models Against Adversarial Attacks ICCV 2019
Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers NIPS 2019
Learning Robust Global Representations by Penalizing Local Predictive Power NIPS 2019
Learning from brains how to regularize machines NIPS 2019
Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty NIPS 2019