In-Context Probing for Membership Inference in Fine-Tuned Language Models
Authors: Zhexi Lu, Hongliang Chi, Nathalie Baracaldo, Swanand Ravindra Kadhe, Yuseok Jeon, Lei Yu | Published: 2025-12-18
Bias Detection in AI Output
LLM-Assisted Web Measurements
Authors: Simone Bozzolan, Stefano Calzavara, Lorenzo Cazzaro | Published: 2025-10-09
Defending MoE LLMs against Harmful Fine-Tuning via Safety Routing Alignment
Authors: Jaehan Kim, Minkyoo Song, Seungwon Shin, Sooel Son | Published: 2025-09-26 | Updated: 2025-10-09
A Large Language Model-Supported Threat Modeling Framework for Transportation Cyber-Physical Systems
Authors: M Sabbir Salek, Mashrur Chowdhury, Muhaimin Bin Munir, Yuchen Cai, Mohammad Imtiaz Hasan, Jean-Michel Tine, Latifur Khan, Mizanur Rahman | Published: 2025-06-01 | Updated: 2025-07-28
Unlearning Isn’t Deletion: Investigating Reversibility of Machine Unlearning in LLMs
Authors: Xiaoyu Xu, Xiang Yue, Yang Liu, Qingqing Ye, Haibo Hu, Minxin Du | Published: 2025-05-22
R1dacted: Investigating Local Censorship in DeepSeek’s R1 Language Model
Authors: Ali Naseh, Harsh Chaudhari, Jaechul Roh, Mingshi Wu, Alina Oprea, Amir Houmansadr | Published: 2025-05-19
Elevating Cyber Threat Intelligence against Disinformation Campaigns with LLM-based Concept Extraction and the FakeCTI Dataset
Authors: Domenico Cotroneo, Roberto Natella, Vittorio Orbinato | Published: 2025-05-06
LLM-Based Threat Detection and Prevention Framework for IoT Ecosystems
Authors: Yazan Otoum, Arghavan Asad, Amiya Nayak | Published: 2025-05-01 | Updated: 2025-05-13
Synthesizing Access Control Policies using Large Language Models
Authors: Adarsh Vatsa, Pratyush Patel, William Eiers | Published: 2025-03-14
PriFFT: Privacy-preserving Federated Fine-tuning of Large Language Models via Hybrid Secret Sharing
Authors: Zhichao You, Xuewen Dong, Ke Cheng, Xutong Mu, Jiaxuan Fu, Shiyang Ma, Qiang Qu, Yulong Shen | Published: 2025-03-05 | Updated: 2025-05-14