RAG

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

Advancing Autonomous Incident Response: Leveraging LLMs and Cyber Threat Intelligence

Authors: Amine Tellache, Abdelaziz Amara Korba, Amdjed Mokhtari, Horea Moldovan, Yacine Ghamri-Doudane | Published: 2025-08-14
LLM活用
RAG
フレームワーク

PRvL: Quantifying the Capabilities and Risks of Large Language Models for PII Redaction

Authors: Leon Garza, Anantaa Kotal, Aritran Piplai, Lavanya Elluri, Prajit Das, Aman Chadha | Published: 2025-08-07
RAG
性能評価手法
深層学習

Transportation Cyber Incident Awareness through Generative AI-Based Incident Analysis and Retrieval-Augmented Question-Answering Systems

Authors: Ostonya Thomas, Muhaimin Bin Munir, Jean-Michel Tine, Mizanur Rahman, Yuchen Cai, Khandakar Ashrafi Akbar, Md Nahiyan Uddin, Latifur Khan, Trayce Hockstad, Mashrur Chowdhury | Published: 2025-08-04
RAG
交通シミュレーション
透かし