Literature Database

Information Security Based on LLM Approaches: A Review

Authors: Chang Gong, Zhongwen Li, Xiaoqi Li | Published: 2025-07-24
Network Traffic Analysis
Prompt Injection
Prompt leaking

Understanding the Supply Chain and Risks of Large Language Model Applications

Authors: Yujie Ma, Lili Quan, Xiaofei Xie, Qiang Hu, Jiongchi Yu, Yao Zhang, Sen Chen | Published: 2025-07-24
Indirect Prompt Injection
Software Security
Risk Assessment

RECALLED: An Unbounded Resource Consumption Attack on Large Vision-Language Models

Authors: Haoran Gao, Yuanhe Zhang, Zhenhong Zhou, Lei Jiang, Fanyu Meng, Yujia Xiao, Kun Wang, Yang Liu, Junlan Feng | Published: 2025-07-24
Security Strategy Generation
攻撃戦略分析
Visual Techniques

MeAJOR Corpus: A Multi-Source Dataset for Phishing Email Detection

Authors: Paulo Mendes, Eva Maia, Isabel Praça | Published: 2025-07-23 | Updated: 2025-11-06
Dataset Integration
Information Security
Deep Learning Method

Enabling Cyber Security Education through Digital Twins and Generative AI

Authors: Vita Santa Barletta, Vito Bavaro, Miriana Calvano, Antonio Curci, Antonio Piccinno, Davide Pio Posa | Published: 2025-07-23
Security Strategy Generation
攻撃戦略分析
Educational Approach

Tab-MIA: A Benchmark Dataset for Membership Inference Attacks on Tabular Data in LLMs

Authors: Eyal German, Sagiv Antebi, Daniel Samira, Asaf Shabtai, Yuval Elovici | Published: 2025-07-23
Relationship of AI Systems
Property Inference Attack
Prompt Injection

LLM Meets the Sky: Heuristic Multi-Agent Reinforcement Learning for Secure Heterogeneous UAV Networks

Authors: Lijie Zheng, Ji He, Shih Yu Chang, Yulong Shen, Dusit Niyato | Published: 2025-07-23
Energy-Based Model
報酬関数設計
Communication System

When LLMs Copy to Think: Uncovering Copy-Guided Attacks in Reasoning LLMs

Authors: Yue Li, Xiao Li, Hao Wu, Yue Zhang, Fengyuan Xu, Xiuzhen Cheng, Sheng Zhong | Published: 2025-07-22
Prompt leaking
Model DoS
Attack Method

LLMxCPG: Context-Aware Vulnerability Detection Through Code Property Graph-Guided Large Language Models

Authors: Ahmed Lekssays, Hamza Mouhcine, Khang Tran, Ting Yu, Issa Khalil | Published: 2025-07-22
Dataset Analysis
Prompt leaking
脆弱性検出手法

From Text to Actionable Intelligence: Automating STIX Entity and Relationship Extraction

Authors: Ahmed Lekssays, Husrev Taha Sencar, Ting Yu | Published: 2025-07-22
Indirect Prompt Injection
Attack Method
Threat modeling