Literature Database

TinyML-Driven Cybersecurity for Autonomous Spacecraft: Latency-Accuracy Analysis for SPARTA RF and Cyber Threat Detection

Authors: Van Le, Trevor Tran, Tan Le | Published: 2026-06-04
Robustness Evaluation
Efficiency Evaluation
Machine Learning

Membrane: A Self-Evolving Contrastive Safety Memory for LLM Agent Defense

Authors: Minseok Choi, Seungbin Yang, Dongjin Kim, Subin Kim, Jungmin Son, Yunseung Lee, Jaegul Choo, Youngjun Kwak | Published: 2026-06-04
Data Collection Method
Prompt Injection
Robustness Evaluation

An Embarrassingly Simple Detector for Model Extraction Attacks in Large Language Model API Traffic

Authors: Shuze Liu, Qianwen Guo, Yushun Dong | Published: 2026-06-04
Model Extraction Attack
Efficiency Evaluation
Analysis of Detection Methods

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

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

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

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

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

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

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