面向网络空间防御的人工智能安全对抗框架

Research on Artificial Intelligence Security Countermeasures Framework for Cyberspace Defense

随着算力、数据、算法、开源框架等人工智能要素的广泛应用,人工智能安全逐渐成为新时期网络空间安全的重要内容。通过分析人工智能安全的内涵特征,在梳理智能化全流程基础上,设计面向网络空间防御的人工智能安全对抗框架,归纳出该框架中的支撑性技术,并简要分析其潜在应用场景。最后,从对抗机理、手段和模式等方面出发,剖析未来一段时期人工智能安全对抗的发展趋势,期望为发展安全可靠的人工智能技术及应用提供相关理论参考。

With the extensive application of artificial intelligence(AI)elements,such as computing power,data,algorithms,and open-source frameworks,AI security has gradually become an important aspect of cybersecurity in the new era.Based on the analysis of the connotation and characteristics of AI security,a confrontation framework is designed for AI security in cyberspace defense,the support⁃ing technologies are summarized within the framework,and potential application scenarios are ana⁃lyzed.Finally,the future development trends are examined in AI security confrontation from the per⁃spectives of confrontation mechanisms,methods,and patterns,hoping to provide relevant theoretical references for the safe and reliable development of AI technology and its applications.