Test-Time Immunization: A Universal Defense Framework Against Jailbreaks for (Multimodal) Large Language Models
Authors: Yongcan Yu, Yanbo Wang, Ran He, Jian Liang | Published: 2025-05-28
大規模言語モデル
Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities
Authors: Anton Tkachenko, Dmitrij Suskevic, Benjamin Adolphi | Published: 2025-05-26
What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs
Authors: Sangyeop Kim, Yohan Lee, Yongwoo Song, Kimin Lee | Published: 2025-05-26
Scalable Defense against In-the-wild Jailbreaking Attacks with Safety Context Retrieval
Authors: Taiye Chen, Zeming Wei, Ang Li, Yisen Wang | Published: 2025-05-21
sudoLLM : On Multi-role Alignment of Language Models
Authors: Soumadeep Saha, Akshay Chaturvedi, Joy Mahapatra, Utpal Garain | Published: 2025-05-20
Dark LLMs: The Growing Threat of Unaligned AI Models
Authors: Michael Fire, Yitzhak Elbazis, Adi Wasenstein, Lior Rokach | Published: 2025-05-15
Analysing Safety Risks in LLMs Fine-Tuned with Pseudo-Malicious Cyber Security Data
Authors: Adel ElZemity, Budi Arief, Shujun Li | Published: 2025-05-15
Towards a standardized methodology and dataset for evaluating LLM-based digital forensic timeline analysis
Authors: Hudan Studiawan, Frank Breitinger, Mark Scanlon | Published: 2025-05-06
$\texttt{SAGE}$: A Generic Framework for LLM Safety Evaluation
Authors: Madhur Jindal, Hari Shrawgi, Parag Agrawal, Sandipan Dandapat | Published: 2025-04-28
Amplified Vulnerabilities: Structured Jailbreak Attacks on LLM-based Multi-Agent Debate
Authors: Senmao Qi, Yifei Zou, Peng Li, Ziyi Lin, Xiuzhen Cheng, Dongxiao Yu | Published: 2025-04-23