Literature Database

Towards Secure Retrieval-Augmented Generation: A Comprehensive Review of Threats, Defenses and Benchmarks

Authors: Yanming Mu, Hao Hu, Feiyang Li, Qiao Yuan, Jiang Wu, Zichuan Liu, Pengcheng Liu, Mei Wang, Hongwei Zhou, Yuling Liu | Published: 2026-03-23
RAG
Poisoning attack on RAG
データ毒性攻撃
2026.03.23 2026.03.25
Literature Database

Auditing MCP Servers for Over-Privileged Tool Capabilities

Authors: Charoes Huang, Xin Huang, Amin Milani Fard | Published: 2026-03-23
Dynamic Analysis
Evaluation Method
Static Analysis
2026.03.23 2026.03.25
Literature Database

Functional Subspace Watermarking for Large Language Models

Authors: Zikang Ding, Junhao Li, Suling Wu, Junchi Yao, Hongbo Liu, Lijie Hu | Published: 2026-03-19
Watermarking
Prompt leaking
Membership Inference
2026.03.19 2026.03.25
Literature Database

Measuring and Exploiting Confirmation Bias in LLM-Assisted Security Code Review

Authors: Dimitris Mitropoulos, Nikolaos Alexopoulos, Georgios Alexopoulos, Diomidis Spinellis | Published: 2026-03-19
Indirect Prompt Injection
Prompt validation
Review and Investigation
2026.03.19 2026.03.25
Literature Database

CNT: Safety-oriented Function Reuse across LLMs via Cross-Model Neuron Transfer

Authors: Yue Zhao, Yujia Gong, Ruigang Liang, Shenchen Zhu, Kai Chen, Xuejing Yuan, Wangjun Zhang | Published: 2026-03-19
Alignment
Calculation of Output Harmfulness
Evaluation Method
2026.03.19 2026.03.25
Literature Database

Prompt Control-Flow Integrity: A Priority-Aware Runtime Defense Against Prompt Injection in LLM Systems

Authors: Md Takrim Ul Alam, Akif Islam, Mohd Ruhul Ameen, Abu Saleh Musa Miah, Jungpil Shin | Published: 2026-03-19
LLM Performance Evaluation
Indirect Prompt Injection
Evaluation Method
2026.03.19 2026.03.25
Literature Database

PlanTwin: Privacy-Preserving Planning Abstractions for Cloud-Assisted LLM Agents

Authors: Guangsheng Yu, Qin Wang, Rui Lang, Shuai Su, Xu Wang | Published: 2026-03-19
Indirect Prompt Injection
Privacy Leakage
Evaluation Method
2026.03.19 2026.03.25
Literature Database

Differential Privacy in Generative AI Agents: Analysis and Optimal Tradeoffs

Authors: Ya-Ting Yang, Quanyan Zhu | Published: 2026-03-18
Privacy Leakage
Differential Privacy
Evaluation Method
2026.03.18 2026.03.25
Literature Database

Machine Learning for Network Attacks Classification and Statistical Evaluation of Machine Learning for Network Attacks Classification and Adversarial Learning Methodologies for Synthetic Data Generation

Authors: Iakovos-Christos Zarkadis, Christos Douligeris | Published: 2026-03-18
Poisoning
Differential Privacy
Evaluation Method
2026.03.18 2026.03.25
Literature Database

rSDNet: Unified Robust Neural Learning against Label Noise and Adversarial Attacks

Authors: Suryasis Jana, Abhik Ghosh | Published: 2026-03-18
Poisoning
Robustness Evaluation
Evaluation Method
2026.03.18 2026.03.25
Literature Database
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