One Trigger Token Is Enough: A Defense Strategy for Balancing Safety and Usability in Large Language Models
Authors: Haoran Gu, Handing Wang, Yi Mei, Mengjie Zhang, Yaochu Jin | Published: 2025-05-12
文献データベース
I Know What You Said: Unveiling Hardware Cache Side-Channels in Local Large Language Model Inference
Authors: Zibo Gao, Junjie Hu, Feng Guo, Yixin Zhang, Yinglong Han, Siyuan Liu, Haiyang Li, Zhiqiang Lv | Published: 2025-05-10 | Updated: 2025-05-14
Cape: Context-Aware Prompt Perturbation Mechanism with Differential Privacy
Authors: Haoqi Wu, Wei Dai, Li Wang, Qiang Yan | Published: 2025-05-09 | Updated: 2025-05-15
AGENTFUZZER: Generic Black-Box Fuzzing for Indirect Prompt Injection against LLM Agents
Authors: Zhun Wang, Vincent Siu, Zhe Ye, Tianneng Shi, Yuzhou Nie, Xuandong Zhao, Chenguang Wang, Wenbo Guo, Dawn Song | Published: 2025-05-09 | Updated: 2025-05-21
LLM-Text Watermarking based on Lagrange Interpolation
Authors: Jarosław Janas, Paweł Morawiecki, Josef Pieprzyk | Published: 2025-05-09 | Updated: 2025-05-12
Defending against Indirect Prompt Injection by Instruction Detection
Authors: Tongyu Wen, Chenglong Wang, Xiyuan Yang, Haoyu Tang, Yueqi Xie, Lingjuan Lyu, Zhicheng Dou, Fangzhao Wu | Published: 2025-05-08 | Updated: 2025-09-17
Revealing Weaknesses in Text Watermarking Through Self-Information Rewrite Attacks
Authors: Yixin Cheng, Hongcheng Guo, Yangming Li, Leonid Sigal | Published: 2025-05-08
Revealing Weaknesses in Text Watermarking Through Self-Information Rewrite Attacks
Authors: Yixin Cheng, Hongcheng Guo, Yangming Li, Leonid Sigal | Published: 2025-05-08
FedTDP: A Privacy-Preserving and Unified Framework for Trajectory Data Preparation via Federated Learning
Authors: Zhihao Zeng, Ziquan Fang, Wei Shao, Lu Chen, Yunjun Gao | Published: 2025-05-08
A Weighted Byzantine Fault Tolerance Consensus Driven Trusted Multiple Large Language Models Network
Authors: Haoxiang Luo, Gang Sun, Yinqiu Liu, Dongcheng Zhao, Dusit Niyato, Hongfang Yu, Schahram Dustdar | Published: 2025-05-08