Poisoning attack on RAG

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

KryptoPilot: An Open-World Knowledge-Augmented LLM Agent for Automated Cryptographic Exploitation

Authors: Xiaonan Liu, Zhihao Li, Xiao Lan, Hao Ren, Haizhou Wang, Xingshu Chen | Published: 2026-01-14
LLM活用
RAG
Poisoning attack on RAG
2026.01.14 2026.01.16
Literature Database

SoK: Privacy Risks and Mitigations in Retrieval-Augmented Generation Systems

Authors: Andreea-Elena Bodea, Stephen Meisenbacher, Alexandra Klymenko, Florian Matthes | Published: 2026-01-07
RAG
Poisoning attack on RAG
Privacy Enhancing Technology
2026.01.07 2026.01.09
Literature Database

Systematization of Knowledge: Security and Safety in the Model Context Protocol Ecosystem

Authors: Shiva Gaire, Srijan Gyawali, Saroj Mishra, Suman Niroula, Dilip Thakur, Umesh Yadav | Published: 2025-12-09
Poisoning attack on RAG
Cybersecurity
Information Security
2025.12.09 2025.12.11
Literature Database

EmoRAG: Evaluating RAG Robustness to Symbolic Perturbations

Authors: Xinyun Zhou, Xinfeng Li, Yinan Peng, Ming Xu, Xuanwang Zhang, Miao Yu, Yidong Wang, Xiaojun Jia, Kun Wang, Qingsong Wen, XiaoFeng Wang, Wei Dong | Published: 2025-12-01
Poisoning attack on RAG
Cybersecurity
Data Contamination Detection
2025.12.01 2025.12.03
Literature Database

GRAPHTEXTACK: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs

Authors: Jiaji Ma, Puja Trivedi, Danai Koutra | Published: 2025-11-16
Poisoning attack on RAG
Classification of Malicious Actors
Information Security
2025.11.16 2025.11.18
Literature Database

Large Language Models for Cyber Security

Authors: Raunak Somani, Aswani Kumar Cherukuri | Published: 2025-11-06
Poisoning attack on RAG
Indirect Prompt Injection
Information Security
2025.11.06 2025.11.08
Literature Database

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
Poisoning attack on RAG
Cyber Threat Intelligence
2025.10.23 2025.10.25
Literature Database
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