Elevating Security Operations: The Role of AI-Driven Automation in Enhancing SOC Efficiency and Efficacy

W Chen, J Zhang - Journal of Artificial Intelligence and …, 2024 - journals.sagescience.org
Security operations centers (SOCs) are under increasing pressure to detect and respond to
cyber threats in real-time amidst an ever-expanding attack surface and talent shortage …

Ancillary mechanism for autonomous decision-making process in asymmetric confrontation: a view from Gomoku

C Han, X Wang - Journal of Experimental & Theoretical Artificial …, 2023 - Taylor & Francis
This paper investigates how agents learn and perform efficient strategies by trying different
actions in asymmetric confrontation setting. Firstly, we use Gomoku as an example to …

Merging Neural Networks with Traditional Evaluations in Crazyhouse

A Makovec, J Pirker, M Guid - Advances in Computer Games, 2023 - Springer
In the intricate landscape of game-playing algorithms, Crazyhouse stands as a complex
variant of chess where captured pieces are reintroduced, presenting unique evaluation …

GomokuPro: An Implementation of Enhanced Machine Learning Algorithm Utilizing Convolutional Neural Network in Gomoku Strategy and Predictions Model

X Fu - 2022 7th International Conference on Intelligent …, 2022 - ieeexplore.ieee.org
In this paper, the researcher proposes a machine learning Gomoku model, GomokuPro,
which is based on CNN (Convolutional Neural Network) as well as Monte Carlo tree search …

AI Game Strategy Mastery: Lessons from AlphaZero in Gomoku

AAL Fahad - Eigenpub Review of Science and Technology, 2020 - studies.eigenpub.com
This paper explores the game strategy mastery demonstrated by the AlphaZero artificial
intelligence system in the game of Gomoku. AlphaZero achieved superhuman performance …