BadTemplate: A Training-Free Backdoor Attack via Chat Template Against Large Language Models
Authors: Zihan Wang, Hongwei Li, Rui Zhang, Wenbo Jiang, Guowen Xu | Published: 2026-02-05
LLM性能評価
SynAT: Enhancing Security Knowledge Bases via Automatic Synthesizing Attack Tree from Crowd Discussions
Authors: Ziyou Jiang, Lin Shi, Guowei Yang, Xuyan Ma, Fenglong Li, Qing Wang | Published: 2026-02-05
Hallucination-Resistant Security Planning with a Large Language Model
Authors: Kim Hammar, Tansu Alpcan, Emil Lupu | Published: 2026-02-05
How Few-shot Demonstrations Affect Prompt-based Defenses Against LLM Jailbreak Attacks
Authors: Yanshu Wang, Shuaishuai Yang, Jingjing He, Tong Yang | Published: 2026-02-04
LogicScan: An LLM-driven Framework for Detecting Business Logic Vulnerabilities in Smart Contracts
Authors: Jiaqi Gao, Zijian Zhang, Yuqiang Sun, Ye Liu, Chengwei Liu, Han Liu, Yi Li, Yang Liu | Published: 2026-02-03
Generalizable and Interpretable RF Fingerprinting with Shapelet-Enhanced Large Language Models
Authors: Tianya Zhao, Junqing Zhang, Haowen Xu, Xiaoyan Sun, Jun Dai, Xuyu Wang | Published: 2026-02-03
WorldCup Sampling for Multi-bit LLM Watermarking
Authors: Yidan Wang, Yubing Ren, Yanan Cao, Li Guo | Published: 2026-02-02
User-Centric Phishing Detection: A RAG and LLM-Based Approach
Authors: Abrar Hamed Al Barwani, Abdelaziz Amara Korba, Raja Waseem Anwar | Published: 2026-01-29
Eliciting Least-to-Most Reasoning for Phishing URL Detection
Authors: Holly Trikilis, Pasindu Marasinghe, Fariza Rashid, Suranga Seneviratne | Published: 2026-01-28
GAVEL: Towards rule-based safety through activation monitoring
Authors: Shir Rozenfeld, Rahul Pankajakshan, Itay Zloczower, Eyal Lenga, Gilad Gressel, Yisroel Mirsky | Published: 2026-01-27