Exploration of AI-Based Network Attack and Defense Platform Construction

With the rapid advancement of information technology, cybersecurity issues have become increasingly severe. Traditional network attack and defense methods can no longer meet the complex and ever-changing demands of modern cybersecurity. This paper aims to explore the construction of an AI-based network attack and defense platform. By integrating cutting-edge AI technologies, the platform enhances the automation and intelligence of network attack and defense operations. The article first analyzes the current challenges faced by cybersecurity, then proposes an AI-based network attack and defense platform architecture design, detailing key technical implementations and innovative functional modules. Through empirical analysis and comparison of technical advantages, this paper demonstrates the platform's significant effectiveness in improving the response speed to security incidents and enhancing defensive capabilities. It also looks ahead to future development trends and challenges.