Adversarial Learning

AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion Models ICML 2025 AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs ICML 2025 AdvSumm: Adversarial Training for Bias Mitigation in Text Summarization EMNLP 2025 AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models ICLR 2025 AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models ACL 2025 AgentCourt: Simulating Court with Adversarial Evolvable Lawyer Agents ACL 2025 Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks ACL 2025 Agent vs. Agent: Automated Data Generation and Red-Teaming for Custom Agentic Workflows EMNLP 2025 AIA: Autoregression-Based Injection Attacks Against Text2SQL Models AAAI 2025 AIM: Additional Image Guided Generation of Transferable Adversarial Attacks AAAI 2025 AIP: Subverting Retrieval-Augmented Generation via Adversarial Instructional Prompt EMNLP 2025 ALBAR: Adversarial Learning approach to mitigate Biases in Action Recognition ICLR 2025 ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ACL 2025 Algorithmic Stability Based Generalization Bounds for Adversarial Training ICLR 2025 Aligning Language Models Using Follow-up Likelihood as Reward Signal AAAI 2025 Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution AAAI 2025 ALRPHFS: Adversarially Learned Risk Patterns with Hierarchical Fast & Slow Reasoning for Robust Agent Defense EMNLP 2025 A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos ACL 2025 A New Adversarial Perspective for LiDAR-based 3D Object Detection AAAI 2025 AnonyNoise: Anonymizing Event Data with Smart Noise to Outsmart Re-Identification and Preserve Privacy WACV 2025 An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as Optimizer NAACL 2025 Anti-Tamper Protection for Unauthorized Individual Image Generation ICCV 2025 Anyattack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models CVPR 2025 Anyprefer: An Agentic Framework for Preference Data Synthesis ICLR 2025 A Parametric Approach to Adversarial Augmentation for Cross-Domain Iris Presentation Attack Detection WACV 2025