SoK: Large Language Model Copyright Auditing via Fingerprinting
Authors: Shuo Shao, Yiming Li, Yu He, Hongwei Yao, Wenyuan Yang, Dacheng Tao, Zhan Qin | Published: 2025-08-27
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AEGIS : Automated Co-Evolutionary Framework for Guarding Prompt Injections Schema
Authors: Ting-Chun Liu, Ching-Yu Hsu, Kuan-Yi Lee, Chi-An Fu, Hung-yi Lee | Published: 2025-08-27 | Updated: 2025-10-09
Safety Alignment Should Be Made More Than Just A Few Attention Heads
Authors: Chao Huang, Zefeng Zhang, Juewei Yue, Quangang Li, Chuang Zhang, Tingwen Liu | Published: 2025-08-27
Intellectual Property in Graph-Based Machine Learning as a Service: Attacks and Defenses
Authors: Lincan Li, Bolin Shen, Chenxi Zhao, Yuxiang Sun, Kaixiang Zhao, Shirui Pan, Yushun Dong | Published: 2025-08-27
Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents
Authors: Zhixin Lin, Jungang Li, Shidong Pan, Yibo Shi, Yue Yao, Dongliang Xu | Published: 2025-08-27
SecureV2X: An Efficient and Privacy-Preserving System for Vehicle-to-Everything (V2X) Applications
Authors: Joshua Lee, Ali Arastehfard, Weiran Liu, Xuegang Ban, Yuan Hong | Published: 2025-08-26
The Double-edged Sword of LLM-based Data Reconstruction: Understanding and Mitigating Contextual Vulnerability in Word-level Differential Privacy Text Sanitization
Authors: Stephen Meisenbacher, Alexandra Klymenko, Andreea-Elena Bodea, Florian Matthes | Published: 2025-08-26
LLMs in the SOC: An Empirical Study of Human-AI Collaboration in Security Operations Centres
Authors: Ronal Singh, Shahroz Tariq, Fatemeh Jalalvand, Mohan Baruwal Chhetri, Surya Nepal, Cecile Paris, Martin Lochner | Published: 2025-08-26
FALCON: Autonomous Cyber Threat Intelligence Mining with LLMs for IDS Rule Generation
Authors: Shaswata Mitra, Azim Bazarov, Martin Duclos, Sudip Mittal, Aritran Piplai, Md Rayhanur Rahman, Edward Zieglar, Shahram Rahimi | Published: 2025-08-26
Membership Inference Attacks on LLM-based Recommender Systems
Authors: Jiajie He, Yuechun Gu, Min-Chun Chen, Keke Chen | Published: 2025-08-26