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Adversarial Learning

4,854 papers

Papers per year

Papers

Adversarial Classification: Necessary Conditions and Geometric Flows JMLR 2022
Structural Agnostic Modeling: Adversarial Learning of Causal Graphs JMLR 2022
Self-Healing Robust Neural Networks via Closed-Loop Control JMLR 2022
Certified Robustness via Locally Biased Randomized Smoothing L4DC 2022
Adversarially Regularized Policy Learning Guided by Trajectory Optimization L4DC 2022
Video-based Computer-aided Laparoscopic Bleeding Management: a Space-time Memory Neural Network with Positional Encoding and Adversarial Domain Adaptation MIDL 2022
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction NAACL 2022
Hatemoji: A Test Suite and Adversarially-Generated Dataset for Benchmarking and Detecting Emoji-Based Hate NAACL 2022
ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model NAACL 2022
Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection NAACL 2022
Don’t sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks NAACL 2022
Robust Conversational Agents against Imperceptible Toxicity Triggers NAACL 2022
Triggerless Backdoor Attack for NLP Tasks with Clean Labels NAACL 2022
Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants NAACL 2022
Can Rationalization Improve Robustness? NAACL 2022
Residue-Based Natural Language Adversarial Attack Detection NAACL 2022
Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation NAACL 2022
Cross-Lingual Event Detection via Optimized Adversarial Training NAACL 2022
Consistency Training with Virtual Adversarial Discrete Perturbation NAACL 2022
Adversarial Text Normalization NAACL 2022
Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks NAACL 2022
SemAttack: Natural Textual Attacks via Different Semantic Spaces NAACL 2022
SHARP: Search-Based Adversarial Attack for Structured Prediction NAACL 2022
Phrase-level Textual Adversarial Attack with Label Preservation NAACL 2022
Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net NAACL 2022