From Retrieval to Reasoning: A Framework for Cyber Threat Intelligence NER with Explicit and Adaptive Instructions
Authors: Jiaren Peng, Hongda Sun, Xuan Tian, Cheng Huang, Zeqing Li, Rui Yan | Published: 2025-12-22
RAG
Uncovering Gaps Between RFC Updates and TCP/IP Implementations: LLM-Facilitated Differential Checks on Intermediate Representations
Authors: Yifan Wu, Xuewei Feng, Yuxiang Yang, Ke Xu | Published: 2025-10-28
LLMLogAnalyzer: A Clustering-Based Log Analysis Chatbot using Large Language Models
Authors: Peng Cai, Reza Ryan, Nickson M. Karie | Published: 2025-10-28
RAGRank: Using PageRank to Counter Poisoning in CTI LLM Pipelines
Authors: Austin Jia, Avaneesh Ramesh, Zain Shamsi, Daniel Zhang, Alex Liu | Published: 2025-10-23
The Attribution Story of WhisperGate: An Academic Perspective
Authors: Oleksandr Adamov, Anders Carlsson | Published: 2025-10-21
Benchmarking LLM-Assisted Blue Teaming via Standardized Threat Hunting
Authors: Yuqiao Meng, Luoxi Tang, Feiyang Yu, Xi Li, Guanhua Yan, Ping Yang, Zhaohan Xi | Published: 2025-09-28 | Updated: 2025-10-01
RAG Security and Privacy: Formalizing the Threat Model and Attack Surface
Authors: Atousa Arzanipour, Rouzbeh Behnia, Reza Ebrahimi, Kaushik Dutta | Published: 2025-09-24
Disabling Self-Correction in Retrieval-Augmented Generation via Stealthy Retriever Poisoning
Authors: Yanbo Dai, Zhenlan Ji, Zongjie Li, Kuan Li, Shuai Wang | Published: 2025-08-27
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
AutoBnB-RAG: Enhancing Multi-Agent Incident Response with Retrieval-Augmented Generation
Authors: Zefang Liu, Arman Anwar | Published: 2025-08-18