Exploring Membership Inference Vulnerabilities in Clinical Large Language Models
Authors: Alexander Nemecek, Zebin Yun, Zahra Rahmani, Yaniv Harel, Vipin Chaudhary, Mahmood Sharif, Erman Ayday | Published: 2025-10-21
Prompt leaking
Prompting the Priorities: A First Look at Evaluating LLMs for Vulnerability Triage and Prioritization
Authors: Osama Al Haddad, Muhammad Ikram, Ejaz Ahmed, Young Lee | Published: 2025-10-21
RESCUE: Retrieval Augmented Secure Code Generation
Authors: Jiahao Shi, Tianyi Zhang | Published: 2025-10-21
Lexo: Eliminating Stealthy Supply-Chain Attacks via LLM-Assisted Program Regeneration
Authors: Evangelos Lamprou, Julian Dai, Grigoris Ntousakis, Martin C. Rinard, Nikos Vasilakis | Published: 2025-10-16
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
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
Large Language Models Are Effective Code Watermarkers
Authors: Rui Xu, Jiawei Chen, Zhaoxia Yin, Cong Kong, Xinpeng Zhang | Published: 2025-10-13
TypePilot: Leveraging the Scala Type System for Secure LLM-generated Code
Authors: Alexander Sternfeld, Andrei Kucharavy, Ljiljana Dolamic | Published: 2025-10-13
Rethinking Reasoning: A Survey on Reasoning-based Backdoors in LLMs
Authors: Man Hu, Xinyi Wu, Zuofeng Suo, Jinbo Feng, Linghui Meng, Yanhao Jia, Anh Tuan Luu, Shuai Zhao | Published: 2025-10-09