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
RAG
TCP接続特性
脆弱性分析

LLMLogAnalyzer: A Clustering-Based Log Analysis Chatbot using Large Language Models

Authors: Peng Cai, Reza Ryan, Nickson M. Karie | Published: 2025-10-28
RAG
プロンプトインジェクション
ログの異常検知

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
RAG
RAGへのポイズニング攻撃
サイバー脅威インテリジェンス

The Attribution Story of WhisperGate: An Academic Perspective

Authors: Oleksandr Adamov, Anders Carlsson | Published: 2025-10-21
RAG
ネットワーク脅威検出
情報漏洩分析

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
セキュリティ戦略生成
学習タスクの効率的な解決

RAG Security and Privacy: Formalizing the Threat Model and Attack Surface

Authors: Atousa Arzanipour, Rouzbeh Behnia, Reza Ebrahimi, Kaushik Dutta | Published: 2025-09-24
RAG
RAGへのポイズニング攻撃
プライバシー保護手法

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
RAG
RAGへのポイズニング攻撃
プロンプトインジェクション

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
LLMフィンガープリンティング
RAG
プロンプトエンジニアリング

AutoBnB-RAG: Enhancing Multi-Agent Incident Response with Retrieval-Augmented Generation

Authors: Zefang Liu, Arman Anwar | Published: 2025-08-18
RAG
プロトコル手順
マルチエージェントシステム

SoK: Data Minimization in Machine Learning

Authors: Robin Staab, Nikola Jovanović, Kimberly Mai, Prakhar Ganesh, Martin Vechev, Ferdinando Fioretto, Matthew Jagielski | Published: 2025-08-14
RAG
プライバシー評価
差分プライバシー