Literature Database

Hybrid CNN-LSTM Framework for Intelligent Cyber Attack Detection and Prevention in U.S. Critical Digital Infrastructure: A Comparative Machine Learning Evaluation on CSE-CIC-IDS2018

Authors: Md. Iqbal Hossan, Md. Serajul Kabir Chowdhury Rubel, Md. Arifur Rahman, B. M. Taslimul Haque | Published: 2026-06-04
文献レビュー
Machine Learning
Machine Learning Framework
2026.06.04 2026.06.06
Literature Database

Explainable AI-Driven Cyber Risk Analytics and Model Reliability Assessment for Intelligent Governance of U.S. Critical Infrastructure: An XGBoost and SHAP-Based Intrusion Detection Framework

Authors: B. M. Taslimul Haque, Md. Arifur Rahman, Md. Serajul Kabir Chowdhury Rubel, Md. Iqbal Hossan | Published: 2026-06-04
Risk Assessment
Interpretability
Explainability Evaluation
2026.06.04 2026.06.06
Literature Database

Cognitive Threat Intelligence and Explainable Federated Security Analytics for distributed Infrastructure Systems

Authors: Md. Arifur Rahman, B. M. Taslimul Haque, Md. Iqbal Hossan, Md. Serajul Kabir Chowdhury Rubel | Published: 2026-06-04
XAI (Explainable AI)
Machine Learning
Federated Learning
2026.06.04 2026.06.06
Literature Database

SlotGCG: Exploiting the Positional Vulnerability in LLMs for Jailbreak Attacks

Authors: Seungwon Jeong, Jiwoo Jeong, Hyeonjin Kim, Yunseok Lee, Woojin Lee | Published: 2026-06-04
Prompt Injection
Large Language Model
Adversarial Attack Assessment
2026.06.04 2026.06.06
Literature Database

Dimensionality Reduction for Cyberattack Classification: A Comparative Evaluation of PCA and Linear Predictive Coding

Authors: Nelly Elsayed, Zag ElSayed, Navid Asadizanjani | Published: 2026-06-04
Robustness Evaluation
Efficiency Evaluation
Machine Learning
2026.06.04 2026.06.06
Literature Database

GuardNet: Ensemble Strategies of Shallow Neural Networks for Robust Prompt Injection and Jailbreak Detection

Authors: Paulo Ricardo Ferreira Neves, Edson Rodrigues da Cruz Filho, Paulo Henrique Eleuterio Falsetti, João Vitor Pavan, Ian Degaspari, Henrique Vieira Laturrague, Patrick Vieira Laturrague, Guilherme Nielsen Dias, Marccello Wilson Perez Berto, Gustavo Voltani Von Atzingen | Published: 2026-06-04
Data Collection Method
Prompt Injection
Model Extraction Attack
2026.06.04 2026.06.06
Literature Database

Agent libOS: A Library-OS-Inspired Runtime for Long-Running, Capability-Controlled LLM Agents

Authors: Yingqi Zhang | Published: 2026-06-02
アクセス制御モデル
System Development
Data Protection
2026.06.02 2026.06.04
Literature Database

AI Agents Enable Adaptive Computer Worms

Authors: Jonas Guan, Tom Blanchard, Hanna Foerster, Hengrui Jia, Gabriel Huang, Nicolas Papernot | Published: 2026-06-02
Indirect Prompt Injection
Penetration Testing Methods
Dataset for Malware Classification
2026.06.02 2026.06.04
Literature Database

Testing LLM Arithmetic Reasoning Generalization with Automatic Numeric-Remapping Attacks

Authors: Malia Barker, Bishal Lakha, Edoardo Serra, Francesco Gullo | Published: 2026-06-02
Prompt Injection
Prompt leaking
Robustness Evaluation
2026.06.02 2026.06.04
Literature Database

Learn from Your Mistakes: Tree-like Self-Play for Secure Code LLMs

Authors: Wenqi Chen, Ziyan Zhang, Bing Wang, Lin Liu, Hengheng Zhang, Zhengsu Chen | Published: 2026-06-02
Safety of Data Generation
Prompt leaking
Risk Assessment
2026.06.02 2026.06.04
Literature Database
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