人工智能赋能网络安全的挑战与应用

摘要：深入探讨了人工智能（AI）技术给网络安全带来的新挑战。结合相关实践案例，分析了AI技术赋能网络安全的多个应用场景。提出了针对海量告警数据降噪及智能关联分析、智能化APP恶意样本研判、网络安全智能化运营以及6G安全架构设计等4个关键场景的技术实现方案。这些方案为网络安全领域的智能化升级提供了重要的技术参考。

关键词：AI；网络安全；6G安全；智能化运营

Abstract: The new challenges brought to network security by artificial intelligence (AI) technologies are thoroughly explored. By integrating relevant practical cases, several application scenarios where AI can empower network security are analyzed. Technical implementation solutions are proposed for four key scenarios: massive alarm data denoising and intelligent correlation analysis, intelligent analysis of malicious APP samples, intelligent operation of network security, and 6G security architecture design. These solutions provide important technical references for the intelligent upgrade of the cybersecurity domain.

Keywords: AI; network security; 6G security; intelligent operation