Adversarial Learning

Layerwise universal adversarial attack on NLP models ACL 2023 LEA2: A Lightweight Ensemble Adversarial Attack via Non-overlapping Vulnerable Frequency Regions ICCV 2023 LeadFL: Client Self-Defense against Model Poisoning in Federated Learning ICML 2023 Learning 3D-Aware Image Synthesis With Unknown Pose Distribution CVPR 2023 Learning Adversarially Robust Sparse Networks via Weight Reparameterization AAAI 2023 Learning Fine-Grained Features for Pixel-Wise Video Correspondences ICCV 2023 Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing AAAI 2023 Learning Provably Robust Estimators for Inverse Problems via Jittering NeurIPS 2023 Learning Realistic Traffic Agents in Closed-loop CoRL 2023 Learning the Legibility of Visual Text Perturbations EACL 2023 Learning to Ignore Adversarial Attacks EACL 2023 LeNo: Adversarial Robust Salient Object Detection Networks with Learnable Noise AAAI 2023 Let Graph Be the Go Board: Gradient-Free Node Injection Attack for Graph Neural Networks via Reinforcement Learning AAAI 2023 Leveraging Contaminated Datasets to Learn Clean-Data Distribution with Purified Generative Adversarial Networks AAAI 2023 Leveraging Local Patch Differences in Multi-Object Scenes for Generative Adversarial Attacks WACV 2023 Lion: Adversarial Distillation of Proprietary Large Language Models EMNLP 2023 Local-Global Defense against Unsupervised Adversarial Attacks on Graphs AAAI 2023 LogicAttack: Adversarial Attacks for Evaluating Logical Consistency of Natural Language Inference EMNLP 2023 MADG: Margin-based Adversarial Learning for Domain Generalization NeurIPS 2023 Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systems Interspeech 2023 Manipulating Transfer Learning for Property Inference CVPR 2023 Margin-based Neural Network Watermarking ICML 2023 Marich: A Query-efficient Distributionally Equivalent Model Extraction Attack NeurIPS 2023 MarSan at SemEval-2023 Task 10: Can Adversarial Training with help of a Graph Convolutional Network Detect Explainable Sexism? SemEval 2023 [MASK] Insertion: a robust method for anti-adversarial attacks EACL 2023