security vulnerability

When "Correct" Is Not Safe: Can We Trust Functionally Correct Patches Generated by Code Agents? ACL 2026 Against All Odds: Overcoming Typology, Script, and Language Confusion in Multilingual Embedding Inversion Attacks AAAI 2025 Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods EMNLP 2025 Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification EMNLP 2025 Breaking ReAct Agents: Foot-in-the-Door Attack Will Get You In NAACL 2025 Claim-Guided Textual Backdoor Attack for Practical Applications NAACL 2025 Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings ACL 2025 Efficient but Vulnerable: Benchmarking and Defending LLM Batch Prompting Attack ACL 2025 Exploiting the Index Gradients for Optimization-Based Jailbreaking on Large Language Models COLING 2025 Exploring the Adversarial Vulnerabilities of Vision-Language-Action Models in Robotics ICCV 2025 Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models ICCV 2025 IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities ICLR 2025 Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis NAACL 2025 Medical MLLM Is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models AAAI 2025 Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging EMNLP 2025 Not Just Text: Uncovering Vision Modality Typographic Threats in Image Generation Models CVPR 2025 One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems EMNLP 2025 Red-Teaming LLM Multi-Agent Systems via Communication Attacks ACL 2025 SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings ACL 2025 Security Attacks on LLM-based Code Completion Tools AAAI 2025 The Dangers of Indirect Prompt Injection Attacks on LLM-based Autonomous Web Navigation Agents: A Demonstration EMNLP 2025 The Security Threat of Compressed Projectors in Large Vision-Language Models EMNLP 2025 When GPT Spills the Tea: Comprehensive Assessment of Knowledge File Leakage in GPTs ACL 2025 Backdoor Attacks on Multilingual Machine Translation NAACL 2024 BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents ACL 2024