Fast-MIA: Efficient and Scalable Membership Inference for LLMs
Authors: Hiromu Takahashi, Shotaro Ishihara | Published: 2025-10-27
プロンプトリーキング
Is Your Prompt Poisoning Code? Defect Induction Rates and Security Mitigation Strategies
Authors: Bin Wang, YiLu Zhong, MiDi Wan, WenJie Yu, YuanBing Ouyang, Yenan Huang, Hui Li | Published: 2025-10-27
CircuitGuard: Mitigating LLM Memorization in RTL Code Generation Against IP Leakage
Authors: Nowfel Mashnoor, Mohammad Akyash, Hadi Kamali, Kimia Azar | Published: 2025-10-22
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
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