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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

Reliability Testing for Natural Language Processing Systems IJCNLP 2021
OpenAttack: An Open-source Textual Adversarial Attack Toolkit IJCNLP 2021
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding IJCNLP 2021
Robust and Private Learning of Halfspaces AISTATS 2021
On the Generalization Properties of Adversarial Training AISTATS 2021
Optimal query complexity for private sequential learning against eavesdropping AISTATS 2021
Bayesian Inference with Certifiable Adversarial Robustness AISTATS 2021
Towards a Theoretical Understanding of the Robustness of Variational Autoencoders AISTATS 2021
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning AISTATS 2021
Hidden Cost of Randomized Smoothing AISTATS 2021
Overcoming the Convex Barrier for Simplex Inputs NIPS 2021
Adversarial Robustness of Streaming Algorithms through Importance Sampling NIPS 2021
Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness NIPS 2021
Certified Robustness to Word Substitution Attack with Differential Privacy NAACL 2021
Robust Question Answering Through Sub-part Alignment NAACL 2021
Towards Evaluating and Training Verifiably Robust Neural Networks CVPR 2021
On the Transferability of Minimal Prediction Preserving Inputs in Question Answering NAACL 2021
Improving the Transferability of Adversarial Samples With Adversarial Transformations CVPR 2021
Posterior Differential Regularization with f-divergence for Improving Model Robustness NAACL 2021
Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing CVPR 2021
Evaluating Deception Detection Model Robustness To Linguistic Variation NAACL 2021
Connecting Interpretability and Robustness in Decision Trees through Separation ICML 2021
Understanding Invariance via Feedforward Inversion of Discriminatively Trained Classifiers ICML 2021
RNNRepair: Automatic RNN Repair via Model-based Analysis ICML 2021
Bayesian Attention Belief Networks ICML 2021