model security

RepeatLeakage: Leak Prompts from Repeating as Large Language Model Is a Good Repeater AAAI 2025 Rethinking Backdoor Detection Evaluation for Language Models EMNLP 2025 Retracing the Past: LLMs Emit Training Data When They Get Lost EMNLP 2025 R.R.: Unveiling LLM Training Privacy through Recollection and Ranking ACL 2025 SABER: Uncovering Vulnerabilities in Safety Alignment via Cross-Layer Residual Connection EMNLP 2025 Safety in Large Reasoning Models: A Survey EMNLP 2025 Seal Your Backdoor with Variational Defense ICCV 2025 SEAS: Self-Evolving Adversarial Safety Optimization for Large Language Models AAAI 2025 Shadow-Activated Backdoor Attacks on Multimodal Large Language Models ACL 2025 Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models CVPR 2025 SPD: Shallow Backdoor Protecting Deep Backdoor Against Backdoor Detection ICCV 2025 SPIRIT: Patching Speech Language Models against Jailbreak Attacks EMNLP 2025 Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring NAACL 2025 Tamper-Resistant Safeguards for Open-Weight LLMs ICLR 2025 Test-Time Backdoor Detection for Object Detection Models CVPR 2025 The Security Threat of Compressed Projectors in Large Vision-Language Models EMNLP 2025 Towards Reverse Engineering of Language Models: A Survey EMNLP 2025 Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks NAACL 2025 TWIST: Text-encoder Weight-editing for Inserting Secret Trojans in Text-to-Image Models ACL 2025 UFID: A Unified Framework for Black-box Input-level Backdoor Detection on Diffusion Models AAAI 2025 Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models AAAI 2025 A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models ACL 2024 Adversarial Feature Map Pruning for Backdoor ICLR 2024 Attack To Defend: Exploiting Adversarial Attacks for Detecting Poisoned Models CVPR 2024 BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning CVPR 2024