Adversarial Learning

Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness NeurIPS 2024 Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning AAAI 2024 Unveiling the Achilles’ Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models ACL 2024 Unveiling Vulnerability of Self-Attention COLING 2024 UOR: Universal Backdoor Attacks on Pre-trained Language Models ACL 2024 USD-AC: Unsupervised Speech Disentanglement for Accent Conversion Interspeech 2024 Using My Artistic Style? You Must Obtain My Authorization ECCV 2024 Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification COLING 2024 Value at Adversarial Risk: A Graph Defense Strategy against Cost-Aware Attacks AAAI 2024 V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization EMNLP 2024 VertAttack: Taking Advantage of Text Classifiers’ Horizontal Vision NAACL 2024 Vision-fused Attack: Advancing Aggressive and Stealthy Adversarial Text against Neural Machine Translation IJCAI 2024 Visual Adversarial Examples Jailbreak Aligned Large Language Models AAAI 2024 VoiceDefense: Protecting Automatic Speaker Verification Models Against Black-box Adversarial Attacks Interspeech 2024 VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models AAAI 2024 WaterJudge: Quality-Detection Trade-off when Watermarking Large Language Models NAACL 2024 Watermark-embedded Adversarial Examples for Copyright Protection against Diffusion Models CVPR 2024 WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks NeurIPS 2024 Weaker MVI Condition: Extragradient Methods with Multi-Step Exploration ICLR 2024 What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection ACL 2024 When Generative Adversarial Networks Meet Sequence Labeling Challenges EMNLP 2024 When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search NeurIPS 2024 Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples AAAI 2024 Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation NeurIPS 2024 Who Wrote this Code? Watermarking for Code Generation ACL 2024