adversarial learning

1592 papers

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Also known as

DAL ADAL ALI ASA GAN AGR AL ADC AAL

Co-occurring keywords

domain adaptation (4578) generative adversarial network (1939) adversarial training (1261) backdoor attack (377) neural network (6616) representation learning (6174) adversarial attack (1599) large language model (12755) adversarial robustness (1335) text classification (6776)

Papers

When Neural Networks Fail to Generalize? A Model Sensitivity Perspective AAAI 2023

Improving the Robustness of Summarization Systems with Dual Augmentation ACL 2023

Attack Can Benefit: An Adversarial Approach to Recognizing Facial Expressions under Noisy Annotations AAAI 2023

Poisoning with Cerberus: Stealthy and Colluded Backdoor Attack against Federated Learning AAAI 2023

Learning towards Selective Data Augmentation for Dialogue Generation AAAI 2023

Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility AAAI 2023

Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness AAAI 2023

Defending Backdoor Attacks on Vision Transformer via Patch Processing AAAI 2023

Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization AAAI 2023

Pixel Is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection AAAI 2023

Online Defense Strategies for Reinforcement Learning Against Adaptive Reward Poisoning AISTATS 2023

SeMAIL: Eliminating Distractors in Visual Imitation via Separated Models ICML 2023

The multimarginal optimal transport formulation of adversarial multiclass classification JMLR 2023

Avoiding Lingering in Learning Active Recognition by Adversarial Disturbance WACV 2023

ImageNet Pre-training Also Transfers Non-robustness AAAI 2023

AAAI New Faculty Highlights: General and Scalable Optimization for Robust AI AAAI 2023

Invariant Representations with Stochastically Quantized Neural Networks AAAI 2023

Taxonomy-Structured Domain Adaptation ICML 2023

PAC-Bayesian Generalization Bounds for Adversarial Generative Models ICML 2023

Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations ICML 2023

On the Exploitability of Instruction Tuning NIPS 2023

Know Your Enemy: Identifying Adversarial Behaviours in Deep Reinforcement Learning Agents (Student Abstract) AAAI 2023

Interpreting Disparate Privacy-Utility Tradeoff in Adversarial Learning via Attribute Correlation WACV 2023

Scene Graph to Image Synthesis via Knowledge Consensus AAAI 2023

SimpleNet: A Simple Network for Image Anomaly Detection and Localization CVPR 2023