Adversarial Learning

Asset Pricing with Contrastive Adversarial Variational Bayes IJCAI 2025 ASTPrompter: Preference-Aligned Automated Language Model Red-Teaming to Generate Low-Perplexity Unsafe Prompts EMNLP 2025 ASTrA: Adversarial Self-supervised Training with Adaptive-Attacks ICLR 2025 A Symbolic Adversarial Learning Framework for Evolving Fake News Generation and Detection EMNLP 2025 Atoxia: Red-teaming Large Language Models with Target Toxic Answers NAACL 2025 A Transfer Attack to Image Watermarks ICLR 2025 Attack as Defense: Safeguarding Large Vision-Language Models from Jailbreaking by Adversarial Attacks EMNLP 2025 AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples AAAI 2025 Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models EMNLP 2025 Attack-in-the-Chain: Bootstrapping Large Language Models for Attacks Against Black-Box Neural Ranking Models AAAI 2025 Attention-Based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object Detectors WACV 2025 Attention-Imperceptible Backdoor Attacks on Vision Transformers AAAI 2025 Augmented Adversarial Trigger Learning NAACL 2025 A Unified, Resilient, and Explainable Adversarial Patch Detector CVPR 2025 AUTE: Peer-Alignment and Self-Unlearning Boost Adversarial Robustness for Training Ensemble Models AAAI 2025 AutoAdvExBench: Benchmarking Autonomous Exploitation of Adversarial Example Defenses ICML 2025 Autonomous LLM-Enhanced Adversarial Attack for Text-to-Motion AAAI 2025 AutoPrompt: Automated Red-Teaming of Text-to-Image Models via LLM-Driven Adversarial Prompts ICCV 2025 AVTrustBench: Assessing and Enhancing Reliability and Robustness in Audio-Visual LLMs ICCV 2025 Backdoor Attack on Propagation-based Rumor Detectors AAAI 2025 Backdoor Attack on Vertical Federated Graph Neural Network Learning IJCAI 2025 Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger AAAI 2025 Backdoor Defense via Enhanced Splitting and Trap Isolation ICCV 2025 Backdooring Self-Supervised Contrastive Learning by Noisy Alignment ICCV 2025 BadJudge: Backdoor Vulnerabilities of LLM-As-A-Judge ICLR 2025