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Adversarial Learning

4,854 papers

Papers per year

Papers

Deep Recurrent Belief Propagation Network for POMDPs AAAI 2021
Fast and Scalable Adversarial Training of Kernel SVM via Doubly Stochastic Gradients AAAI 2021
Towards Feature Space Adversarial Attack by Style Perturbation AAAI 2021
Adversarial Partial Multi-Label Learning with Label Disambiguation AAAI 2021
DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial Perturbation AAAI 2021
Characterizing the Evasion Attackability of Multi-label Classifiers AAAI 2021
Amata: An Annealing Mechanism for Adversarial Training Acceleration AAAI 2021
How Does Data Augmentation Affect Privacy in Machine Learning? AAAI 2021
Are Adversarial Examples Created Equal? A Learnable Weighted Minimax Risk for Robustness under Non-uniform Attacks AAAI 2021
Improved Consistency Regularization for GANs AAAI 2021
Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition AAAI 2021
A Generative Adversarial Framework for Bounding Confounded Causal Effects AAAI 2021
Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training AAAI 2021
Generating Natural Language Attacks in a Hard Label Black Box Setting AAAI 2021
Adversarial Training with Fast Gradient Projection Method against Synonym Substitution Based Text Attacks AAAI 2021
Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals AAAI 2021
TextGAIL: Generative Adversarial Imitation Learning for Text Generation AAAI 2021
Enabling Fast and Universal Audio Adversarial Attack Using Generative Model AAAI 2021
Adversarial Language Games for Advanced Natural Language Intelligence AAAI 2021
MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization AAAI 2021
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation AAAI 2021
Subverting Privacy-Preserving GANs: Hiding Secrets in Sanitized Images AAAI 2021
GANs Unplugged AAAI 2021
Role of Optimizer on Network Fine-tuning for Adversarial Robustness (Student Abstract) AAAI 2021
Reinforcement Based Learning on Classification Task Yields Better Generalization and Adversarial Accuracy (Student Abstract) AAAI 2021