Literature Database

Proving the Utility of Large Language Models in Cybersecurity Simulations: A Comprehensive Examination

Authors: Stylianos Kampakis, Fabio Rovai, Marcos Charalambides, Theodosis Mourouzis, Chris Hicks | Published: 2026-08-17
Cooperative Effects with LLM
Simulation Environment
Large Language Model

Ventor-QTest: Threat-Model-Driven Verification of Vendor-Hosted LLM APIs

Authors: Xiangfan Wu, Zonghao Ying, Huiyu Wu, Xing Zheng, Huangsheng Cheng, Xiaorong Shi, Jing Guo | Published: 2026-08-17
Model Robustness
監査手法
Evaluation Method

CompoSkill: Compositional Skill Chain Attacks from Individually Scanner-Passing LLM Agent Skills

Authors: Mingxiao Liu, Zhoumian Jiang, Jianan Ma, Jian Zhang, Jialuo Chen, Xinhao Deng, Zhen Wang | Published: 2026-08-17
Relationship of AI Systems
Attack Scenario Analysis
Deep Learning Technology

Competing at Every Price Point with Agentic Evolution over a Menu of LLMs

Authors: Andrew Borthwick | Published: 2026-08-17
Model Selection Method
Optimization Methods
評価メトリクス

Measuring Obedience to Authority Across Large Language Models with the Milgram Paradigm

Authors: Hidayet Aksu | Published: 2026-08-17
Cooperative Effects with LLM
Model Robustness
心理的手法

A Calibrated and Explainable Bimodal Machine Learning Framework for Hybrid Intrusion Detection

Authors: Hafsa Aslam, Yue Li, Saba Aslam, Gracious Mwamughunda | Published: 2026-08-17
Random Forest
Unknown Attack Detection
Machine Learning Technology

Digital Twin Degradation: Detecting Cyber Physical Attacks via Temporal Inconsistencies

Authors: Konstantinos E. Kampourakis, Vasileios Gkioulos, Sokratis Katsikas | Published: 2026-08-17
Attack Detection Method
Feature Engineering
評価メトリクス

A Tree-Structured Approach for Phishing Template and Attacker Attribution Analysis

Authors: Unai Agirre, Imanol Jerico, Felipe Castaño, Andrea Venturi, Francesco Zola | Published: 2026-08-17
クラスタリング評価
Data Extraction and Analysis
フィッシングテンプレート分析

SkillWatermark: An Embedded Skill Watermark of Progressive Privacy Inference via Benign Prompts

Authors: Yu Li, Liqi Zhuang, Dong Wei, Jiwen Luo, Hang Zhang, Meng Zhang, Xiaona Li, Weiqing Huang | Published: 2026-08-17
Prompt Injection
Prompt leaking
Watermarking Technology

Defensive Boosting for Online Probabilistic Forecasting

Authors: Georgy Noarov, Aaron Roth | Published: 2026-08-13
Model Robustness
Model Extraction Attack
Convergence Guarantee