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Adversarial Learning

1235 directly classified papers

Papers per year

Papers

Towards Adversarially Robust Knowledge Graph Embeddings AAAI 2020
Heuristic Black-Box Adversarial Attacks on Video Recognition Models AAAI 2020
Adversary for Social Good: Protecting Familial Privacy through Joint Adversarial Attacks AAAI 2020
SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications AAAI 2020
Deception through Half-Truths AAAI 2020
A Robust Adversarial Training Approach to Machine Reading Comprehension AAAI 2020
Joint Character-Level Word Embedding and Adversarial Stability Training to Defend Adversarial Text AAAI 2020
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment AAAI 2020
Discriminative Adversarial Domain Adaptation AAAI 2020
Adversarial Transformations for Semi-Supervised Learning AAAI 2020
Weighted-Sampling Audio Adversarial Example Attack AAAI 2020
Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples AAAI 2020
Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces WACV 2020
Beyond Digital Domain: Fooling Deep Learning Based Recognition System in Physical World AAAI 2020
Generate (Non-Software) Bugs to Fool Classifiers AAAI 2020
Actor Critic Deep Reinforcement Learning for Neural Malware Control AAAI 2020
SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions ACL 2020
Adversarial Semantic Collisions EMNLP 2020
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training EMNLP 2020
TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP EMNLP 2020
Robustness to Modification with Shared Words in Paraphrase Identification EMNLP 2020
Reevaluating Adversarial Examples in Natural Language EMNLP 2020
Event-Related Bias Removal for Real-time Disaster Events EMNLP 2020
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder EMNLP 2020
Second-Order NLP Adversarial Examples EMNLP 2020