Poster: SpiderSim: Multi-Agent Driven Theoretical Cybersecurity Simulation for Industrial Digitalization
Li, Jiaqi, Guo, Xizhong, Zhao, Yang, Zhang, Lvyang, Zhai, Lidong
–arXiv.org Artificial Intelligence
--Rapid industrial digitalization has created intricate cybersecurity demands that necessitate effective validation methods. While cyber ranges and simulation platforms are widely deployed, they frequently face limitations in scenario diversity and creation efficiency. At its core, our platform introduces three key innovations: a structured framework for unified scenario modeling, a multi-agent collaboration mechanism for automated generation, and modular atomic security capabilities for flexible scenario composition. Built on solid theoretical foundations and released as open-source software, SpiderSim facilitates broader research and development in automated security testing for industrial digitalization. The rapid advancement of industrial digitalization has introduced unprecedented cybersecurity challenges across manufacturing, energy, transportation, and other sectors.
arXiv.org Artificial Intelligence
Feb-19-2025
- Genre:
- Research Report (0.50)
- Industry:
- Government > Military
- Cyberwarfare (0.99)
- Information Technology > Security & Privacy (1.00)
- Government > Military
- Technology: