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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

Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations AISTATS 2022
Enhancing Tabular Reasoning with Pattern Exploiting Training IJCNLP 2022
Robust Hate Speech Detection via Mitigating Spurious Correlations IJCNLP 2022
Where to Attack: A Dynamic Locator Model for Backdoor Attack in Text Classifications COLING 2022
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction NAACL 2022
Robust Lottery Tickets for Pre-trained Language Models ACL 2022
On the Robustness of Offensive Language Classifiers ACL 2022
Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples ACL 2022
Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings ACL 2022
Cross-Domain Detection of GPT-2-Generated Technical Text NAACL 2022
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation EMNLP 2022
Can Rationalization Improve Robustness? NAACL 2022
Provable Adversarial Robustness for Fractional Lp Threat Models AISTATS 2022
Improving the Adversarial Robustness of NLP Models by Information Bottleneck ACL 2022
Measure and Improve Robustness in NLP Models: A Survey NAACL 2022
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation ACL 2022
Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness ACL 2022
A Study of the Attention Abnormality in Trojaned BERTs NAACL 2022
Detecting Word-Level Adversarial Text Attacks via SHapley Additive exPlanations ACL 2022
Weight Perturbation as Defense against Adversarial Word Substitutions EMNLP 2022
Don’t sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks NAACL 2022
Enhancing Tabular Reasoning with Pattern Exploiting Training AACL 2022
Perturbation type categorization for multiple adversarial perturbation robustness UAI 2022
Robust Image Forgery Detection Over Online Social Network Shared Images CVPR 2022
Efficient Training of Low-Curvature Neural Networks NIPS 2022