HarmNet: A Framework for Adaptive Multi-Turn Jailbreak Attacks on Large Language Models
Authors: Sidhant Narula, Javad Rafiei Asl, Mohammad Ghasemigol, Eduardo Blanco, Daniel Takabi | Published: 2025-10-21
Large Language Model
VERA-V: Variational Inference Framework for Jailbreaking Vision-Language Models
Authors: Qilin Liao, Anamika Lochab, Ruqi Zhang | Published: 2025-10-20
CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks
Authors: Xu Zhang, Hao Li, Zhichao Lu | Published: 2025-10-20
SoK: Taxonomy and Evaluation of Prompt Security in Large Language Models
Authors: Hanbin Hong, Shuya Feng, Nima Naderloui, Shenao Yan, Jingyu Zhang, Biying Liu, Ali Arastehfard, Heqing Huang, Yuan Hong | Published: 2025-10-17 | Updated: 2025-10-21
Are My Optimized Prompts Compromised? Exploring Vulnerabilities of LLM-based Optimizers
Authors: Andrew Zhao, Reshmi Ghosh, Vitor Carvalho, Emily Lawton, Keegan Hines, Gao Huang, Jack W. Stokes | Published: 2025-10-16
Terrarium: Revisiting the Blackboard for Multi-Agent Safety, Privacy, and Security Studies
Authors: Mason Nakamura, Abhinav Kumar, Saaduddin Mahmud, Sahar Abdelnabi, Shlomo Zilberstein, Eugene Bagdasarian | Published: 2025-10-16
In-Browser LLM-Guided Fuzzing for Real-Time Prompt Injection Testing in Agentic AI Browsers
Authors: Avihay Cohen | Published: 2025-10-15
Who Speaks for the Trigger? Dynamic Expert Routing in Backdoored Mixture-of-Experts Transformers
Authors: Xin Zhao, Xiaojun Chen, Bingshan Liu, Haoyu Gao, Zhendong Zhao, Yilong Chen | Published: 2025-10-15
Evaluating and Mitigating LLM-as-a-judge Bias in Communication Systems
Authors: Jiaxin Gao, Chen Chen, Yanwen Jia, Xueluan Gong, Kwok-Yan Lam, Qian Wang | Published: 2025-10-14
Traveling Salesman-Based Token Ordering Improves Stability in Homomorphically Encrypted Language Models
Authors: Donghwan Rho, Sieun Seo, Hyewon Sung, Chohong Min, Ernest K. Ryu | Published: 2025-10-14