adversarial learning

McCaD: Multi-Contrast MRI Conditioned Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis WACV 2025 Meme Trojan: Backdoor Attacks Against Hateful Meme Detection via Cross-Modal Triggers AAAI 2025 MI-CAPTCHA: Enhance the Security of CAPTCHA Using Mooney Images AAAI 2025 Mind the Cost of Scaffold! Benign Clients May Even Become Accomplices of Backdoor Attack ICCV 2025 Mitigating Biases in Language Models via Bias Unlearning EMNLP 2025 Mitigating Interviewer Bias in Multimodal Depression Detection: An Approach with Adversarial Learning and Contextual Positional Encoding EMNLP 2025 Model Poisoning Attacks to Federated Learning via Multi-Round Consistency CVPR 2025 MrGuard: A Multilingual Reasoning Guardrail for Universal LLM Safety EMNLP 2025 MUSE: MCTS-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models EMNLP 2025 NaFV-Net: An Adversarial Four-view Network for Mammogram Classification AAAI 2025 NetSafe: Exploring the Topological Safety of Multi-agent System ACL 2025 NEXUS: Network Exploration for eXploiting Unsafe Sequences in Multi-Turn LLM Jailbreaks EMNLP 2025 Obliviate: Neutralizing Task-agnostic Backdoors within the Parameter-efficient Fine-tuning Paradigm NAACL 2025 One Perturbation is Enough: On Generating Universal Adversarial Perturbations against Vision-Language Pre-training Models ICCV 2025 On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning ICLR 2025 Open-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment AAAI 2025 Open-Unfairness Adversarial Mitigation for Generalized Deepfake Detection ICCV 2025 Optical-Flow Guided Prompt Optimization for Coherent Video Generation CVPR 2025 Out-of-distribution Generalization for Total Variation based Invariant Risk Minimization ICLR 2025 Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions ICLR 2025 PALA: Class-imbalanced Graph Domain Adaptation via Prototype-anchored Learning and Alignment IJCAI 2025 PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization EMNLP 2025 PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation AAAI 2025 PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free ACL 2025 PLA: Prompt Learning Attack against Text-to-Image Generative Models ICCV 2025