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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

TPC: Transformation-Specific Smoothing for Point Cloud Models ICML 2022
Towards Understanding Adversarial Robustness of Optical Flow Networks CVPR 2022
Defensive Patches for Robust Recognition in the Physical World CVPR 2022
Adversarial Interpretation of Bayesian Inference ALT 2022
Understanding Simultaneous Train and Test Robustness ALT 2022
Adversarial Robustness in Multi-Task Learning: Promises and Illusions AAAI 2022
CC-CERT: A Probabilistic Approach to Certify General Robustness of Neural Networks AAAI 2022
Flooding-X: Improving BERT’s Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning ACL 2022
Shape Prior Guided Attack: Sparser Perturbations on 3D Point Clouds AAAI 2022
Certified Robustness Against Natural Language Attacks by Causal Intervention ICML 2022
Building Robust Ensembles via Margin Boosting ICML 2022
Towards Robust Vision Transformer CVPR 2022
Consistency Regularization for Adversarial Robustness AAAI 2022
Robust Deep Reinforcement Learning through Bootstrapped Opportunistic Curriculum ICML 2022
Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction AAAI 2022
Improved Gradient-Based Adversarial Attacks for Quantized Networks AAAI 2022
Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision AAAI 2022
Adversarial Bone Length Attack on Action Recognition AAAI 2022
Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network CVPR 2022
Enhancing Classifier Conservativeness and Robustness by Polynomiality CVPR 2022
Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks ICML 2021
Not All Low-Pass Filters are Robust in Graph Convolutional Networks NIPS 2021
Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation EMNLP 2021
On Smoother Attributions using Neural Stochastic Differential Equations IJCAI 2021
Adversarial Robustness for Unsupervised Domain Adaptation ICCV 2021