Poisoning attack on RAG

KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation

Authors: Qizhi Chen, Chao Qi, Yihong Huang, Muquan Li, Rongzheng Wang, Dongyang Zhang, Ke Qin, Shuang Liang | Published: 2026-03-12
Poisoning attack on RAG
データ毒性
Content Specialized for Toxicity Attacks
2026.03.12 2026.03.14
Literature Database

When Safety Becomes a Vulnerability: Exploiting LLM Alignment Homogeneity for Transferable Blocking in RAG

Authors: Junchen Li, Chao Qi, Rongzheng Wang, Qizhi Chen, Liang Xu, Di Liang, Bob Simons, Shuang Liang | Published: 2026-03-04
LLM Performance Evaluation
RAG
Poisoning attack on RAG
2026.03.04 2026.03.06
Literature Database

LLM-enabled Applications Require System-Level Threat Monitoring

Authors: Yedi Zhang, Haoyu Wang, Xianglin Yang, Jin Song Dong, Jun Sun | Published: 2026-02-23
Poisoning attack on RAG
Model Extraction Attack
監視手法
2026.02.23 2026.02.25
Literature Database

Agentic AI as a Cybersecurity Attack Surface: Threats, Exploits, and Defenses in Runtime Supply Chains

Authors: Xiaochong Jiang, Shiqi Yang, Wenting Yang, Yichen Liu, Cheng Ji | Published: 2026-02-23
Poisoning attack on RAG
データ毒性
Vulnerability Analysis
2026.02.23 2026.02.25
Literature Database

Differentially Private Retrieval-Augmented Generation

Authors: Tingting Tang, James Flemings, Yongqin Wang, Murali Annavaram | Published: 2026-02-16
RAG
Poisoning attack on RAG
Differential Privacy
2026.02.16 2026.02.18
Literature Database

LLMAC: A Global and Explainable Access Control Framework with Large Language Model

Authors: Sharif Noor Zisad, Ragib Hasan | Published: 2026-02-10
LLM Performance Evaluation
Poisoning attack on RAG
アクセス制御モデル
2026.02.10 2026.02.12
Literature Database

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
LLM Performance Evaluation
Poisoning attack on RAG
ユーザー中心のフィッシング検出
2026.01.29 2026.01.31
Literature Database

Connect the Dots: Knowledge Graph-Guided Crawler Attack on Retrieval-Augmented Generation Systems

Authors: Mengyu Yao, Ziqi Zhang, Ning Luo, Shaofei Li, Yifeng Cai, Xiangqun Chen, Yao Guo, Ding Li | Published: 2026-01-22
Poisoning attack on RAG
Robustness Evaluation
知識グラフ設計
2026.01.22 2026.01.24
Literature Database

Lightweight LLMs for Network Attack Detection in IoT Networks

Authors: Piyumi Bhagya Sudasinghe, Kushan Sudheera Kalupahana Liyanage, Harsha S. Gardiyawasam Pussewalage | Published: 2026-01-21
IoT Security Risks
LLM活用
Poisoning attack on RAG
2026.01.21 2026.01.23
Literature Database

LADFA: A Framework of Using Large Language Models and Retrieval-Augmented Generation for Personal Data Flow Analysis in Privacy Policies

Authors: Haiyue Yuan, Nikolay Matyunin, Ali Raza, Shujun Li | Published: 2026-01-15
RAG
Poisoning attack on RAG
Privacy Protection
2026.01.15 2026.01.17
Literature Database
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