adversarial learning

Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications ACL 2025 Harmful Prompt Laundering: Jailbreaking LLMs with Abductive Styles and Symbolic Encoding EMNLP 2025 Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models ICCV 2025 How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? AAAI 2025 Human-in-the-Loop Generation of Adversarial Texts: A Case Study on Tibetan Script IJCNLP 2025 IDEATOR: Jailbreaking and Benchmarking Large Vision-Language Models Using Themselves ICCV 2025 Identifying Unlearned Data in LLMs via Membership Inference Attacks EMNLP 2025 Image Difference Captioning via Adversarial Preference Optimization EMNLP 2025 Improving Generalization in Offline Reinforcement Learning via Latent Distribution Representation Learning AAAI 2025 InfAL: Inference Time Adversarial Learning for Improving Research Ideation EMNLP 2025 Infighting in the Dark: Multi-Label Backdoor Attack in Federated Learning CVPR 2025 Influence-Based Fair Selection for Sample-Discriminative Backdoor Attack AAAI 2025 Investigating the Security Threat Arising from “Yes-No” Implicit Bias in Large Language Models AAAI 2025 Jailbreak Large Vision-Language Models Through Multi-Modal Linkage ACL 2025 Label-Free Backdoor Attacks in Vertical Federated Learning AAAI 2025 Language Models are Advanced Anonymizers ICLR 2025 Learning Deblurring Texture Prior from Unpaired Data with Diffusion Model ICCV 2025 Learning Dynamic Collaborative Network for Semi-supervised 3D Vessel Segmentation CVPR 2025 Learning to Sample in Stochastic Optimization UAI 2025 LLM-based Adversarial Dataset Augmentation for Automatic Media Bias Detection NAACL 2025 LogicNet: A Logical Consistency Embedded Face Attribute Learning Network WACV 2025 Low-Biased General Annotated Dataset Generation CVPR 2025 MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation EMNLP 2025 Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical KV Equalization EMNLP 2025 Masks and Mimicry: Strategic Obfuscation and Impersonation Attacks on Authorship Verification NAACL 2025