5 papers
Hephaestus: Toward a Cybersecurity AI Scientist
Jiaqi Li, Yang Zhao, Wen Lu +2
Cyber offense is moving to machine speed; cyber research itself is not. Existing AI scientist systems make end-to-end research automation increasingly plausible, but they target re…
AIT Academy: Cultivating the Complete Agent with a Confucian Three-Domain Curriculum
Jiaqi Li, Lvyang Zhang, Yang Zhao +2
What does it mean to give an AI agent a complete education? Current agent development produces specialists systems optimized for a single capability dimension, whether tool use, co…
The Athenian Academy: A Seven-Layer Architecture Model for Multi-Agent Systems
Lidong Zhai, Zhijie Qiu, Lvyang Zhang +5
This paper proposes the "Academy of Athens" multi-agent seven-layer framework, aimed at systematically addressing challenges in multi-agent systems (MAS) within artificial intellig…
Poster: SpiderSim: Multi-Agent Driven Theoretical Cybersecurity Simulation for Industrial Digitalization
Jiaqi Li, Xizhong Guo, Yang Zhao +2
Rapid industrial digitalization has created intricate cybersecurity demands that necessitate effective validation methods. While cyber ranges and simulation platforms are widely de…
Yuan: Research on the Concept of Digital World Analogue Scientific Infrastructure and Science Popularization Communication Based on Suzhou Gardens Pattern
Zhang Lvyang, Lu Wen, Zhao Yang +2
In the current digital era, high security relies significantly on advanced concepts such as native security. However, the design and implementation of these concepts face challenge…