基于人工智能的内容安全发展战略研究

Development of Content Security Based on Artificial Intelligence

内容安全是指对信息内容的保护,以及信息内容符合政治、法律、道德层次的要求。人工智能的发展对内容安全产生了非常重要的影响。本文从基于人工智能的内容安全重大战略需求出发,梳理了国内外的研究现状与发展趋势,凝练了基于人工智能的内容安全的关键技术问题。研究提出,按照三步走的策略构建世界领先的基于人工智能的内容安全体系;在对抗性机器学习、可解释人工智能、混合增强智能、知识驱动的内容安全等方面开展技术创新突破,同时应注重政策法规和监管机制建设;建设面向内容攻防的网络靶场、面向舆情攻防的大规模社会系统模拟装置等内容安全重大基础设施。

Content security refers to the protection of information content and that the information content meets the requirements at political,legal,and moral levels.The recent development of artificial intelligence(AI)has had a very important impact on content security.In this article,we summarize the research status and development trends of AI-based content security in China and abroad based on the major strategic demand therefor,and presents the key technical issues regarding AI-based content security.This study proposes to build the world’s leading AI-based content security system through a three-step strategy.Innovation and breakthroughs should be made in areas such as adversarial machine learning,explainable AI,hybrid enhanced intelligence,and knowledge-driven content security.Meanwhile,the construction of policies,regulations,and regulatory mechanisms should be emphasized.Furthermore,major content security infrastructure such as cyber ranges for content attack and defense and large-scale social system simulation devices for public opinion attack and defense should be established.