Structural Generalization in Autonomous Cyber Incident Response with Message-Passing Neural Networks and Reinforcement Learning
We believe that agents for automated incident response based on machine learning need to
handle changes in network structure. Computer networks are dynamic, and can naturally …
handle changes in network structure. Computer networks are dynamic, and can naturally …
Reinforcement learning-based autonomous attacker to uncover computer network vulnerabilities
In today's intricate information technology landscape, the escalating complexity of computer
networks is accompanied by a myriad of malicious threats seeking to compromise network …
networks is accompanied by a myriad of malicious threats seeking to compromise network …
Tactical intent-driven autonomous air combat behavior generation method
X Wang, Z Yang, S Chai, J Huang, Y He… - Complex & Intelligent …, 2025 - Springer
With the rapid development and deep application of artificial intelligence, modern air combat
is incrementally evolving towards intelligent combat. Although deep reinforcement learning …
is incrementally evolving towards intelligent combat. Although deep reinforcement learning …
Ship Network Traffic Engineering Based on Reinforcement Learning
X Yang, M Liu, X Wang, B Hu, M Liu, X Wang - Electronics, 2024 - mdpi.com
This research addresses multiple challenges faced by ship networks, including limited
bandwidth, unstable network connections, high latency, and command priority. To solve …
bandwidth, unstable network connections, high latency, and command priority. To solve …
AI in Defence and Ethical Concerns
K Santhi, ML Shri, S Joshi… - 2024 Second International …, 2024 - ieeexplore.ieee.org
The integration of artificial intelligence (AI) into India's defence landscape holds immense
promise for enhancing strategic capabilities and operational efficiency. However, this …
promise for enhancing strategic capabilities and operational efficiency. However, this …
Sishankamrata: Analisis Komprehensif Sistem Pertahanan dan Keamanan Indonesia Terpadu dalam Perspektif Sejarah
Y Murfi - Jurnal Ilmu Pendidikan (ILPEN), 2024 - jurnal.azkahafidzmaulana.my.id
Perdebatan mengenai konsep sistem pertahanan dan keamanan nasional Indonesia masih
menjadi bahan perbincangan matematis sejak kemerdekaan hingga era reformasi. Tujuan …
menjadi bahan perbincangan matematis sejak kemerdekaan hingga era reformasi. Tujuan …
Strategy for Implementing the Technical Functions of the Ministry of Defense in the Regions to Realize a Strong National Defense
Y Murfi, S Anwar, Y Swastanto, TI Santoso… - Journal of Law, Politic …, 2024 - dinastires.org
This study aims to analyze the role and challenges in the implementation of the technical
functions of the Ministry of Defense in the regions, as well as its contribution to a strong …
functions of the Ministry of Defense in the regions, as well as its contribution to a strong …
An automated security policy generation method based on rule-matching and machine-learning models
Y Wu, R Lang, H Yang, X Li - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
With the increasing diversification of security threats and the expanding scale of industrial
control system networks, traditional manual policy generation methods are inadequate for …
control system networks, traditional manual policy generation methods are inadequate for …