llm security

iSeal: Encrypted Fingerprinting for Reliable LLM Ownership Verification AAAI 2026 Shadows in the Code: Exploring the Risks and Defenses of LLM-based Multi-Agent Software Development Systems AAAI 2026 VortexPIA: Indirect Prompt Injection Attack against LLMs for Efficient Extraction of User Privacy EACL 2026 Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-Based Decision-Making Systems ICLR 2025 CAVGAN: Unifying Jailbreak and Defense of LLMs via Generative Adversarial Attacks on their Internal Representations ACL 2025 Defense Against Prompt Injection Attack by Leveraging Attack Techniques ACL 2025 From Allies to Adversaries: Manipulating LLM Tool-Calling through Adversarial Injection NAACL 2025 G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems ACL 2025 Guiding not Forcing: Enhancing the Transferability of Jailbreaking Attacks on LLMs via Removing Superfluous Constraints ACL 2025 Harmful Prompt Laundering: Jailbreaking LLMs with Abductive Styles and Symbolic Encoding EMNLP 2025 Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis NAACL 2025 LLMs Caught in the Crossfire: Malware Requests and Jailbreak Challenges ACL 2025 MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol EMNLP 2025 Multi-Turn Jailbreaking Large Language Models via Attention Shifting AAAI 2025 The Dangers of Indirect Prompt Injection Attacks on LLM-based Autonomous Web Navigation Agents: A Demonstration EMNLP 2025 ASETF: A Novel Method for Jailbreak Attack on LLMs through Translate Suffix Embeddings EMNLP 2024 A Test Suite of Prompt Injection Attacks for LLM-based Machine Translation EMNLP 2024 Defending Jailbreak Prompts via In-Context Adversarial Game EMNLP 2024 Fight Back Against Jailbreaking via Prompt Adversarial Tuning NeurIPS 2024 Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues ACL 2024 Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications EMNLP 2024 Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications ACL 2024 Virtual Context Enhancing Jailbreak Attacks with Special Token Injection EMNLP 2024