深度伪造技术洞察及风险治理OA
Insights into Deepfake Technology and Risk Mitigation Strategies
[研究目的]近年来,生成式人工智能技术的迅猛发展直接推动了深度伪造(Deepfake)技术的跃迁,借助"AI变声""AI换脸"等深度伪造技术进行攻击的事件在全球范围内呈现高发态势,相关安全风险持续升级.本研究聚焦于深度伪造技术所催生的新型安全风险与治理挑战,旨在深入剖析深度伪造技术的潜在威胁,提出有效的治理建议,为维护国家安全与社会稳定提供决策参考.[研究方法]系统梳理了音频生成、视频图像生成及音视频合成三类主流深度伪造技术的演进脉络与发展现状.以风险社会理论为基础,结合国内外技术、管理等领域实际案例,对深度伪造技术的风险进行分析,深入探究其对国家安全和社会治理构成的潜在危害.[研究结论]深度伪造技术已带来一系列复杂且严峻的风险挑战.在国家安全层面,其作为新型攻击手段的潜力日益凸显,对我国战略主动权构成现实威胁;在社会治理层面,相关犯罪活动呈现出低成本、高逼真、大范围的特点,导致现有治理体系陷入困境.为此,本研究建议构建多层次应对机制,协同推进技术攻坚、法规完善与素养提升,从而有效管控深度伪造风险,切实保障国家安全稳定与社会长治久安.
[Research purpose]In recent years,the rapid advancement of generative artificial intelligence has accelerated the evolution of deepfake technology.Globally,incidents involving malicious uses of AI-based voice conversion and face-swapping have surged,leading to escalating security risks.Against this backdrop,this study examines the emerging security threats and governance challenges posed by deepfakes.Specifically,it aims to analyze the potential risks of this technology and propose effective governance strategies,thereby providing policy insights to safeguard national security and social stability.[Research method]This study systematically reviews the development and status quo of three mainstream categories of deepfake technologies:audio generation,image and video synthesis,and integrated audio-visual manipulation.Drawing on risk society theory and informed by practical cases from domestic and overseas,it examines the multifaceted risks associated with deepfakes,with particular emphasis on their potential to undermine national security and disrupt social governance.[Research conclusion]Deepfake technology poses a complex and severe set of risk challenges.At the national security level,its growing use as a novel tool for hostile attacks threatens strategic autonomy.At the societal governance level,related criminal activities are marked by low costs,high technical reality,and rapid diffusion,placing considerable strain on existing regulatory systems.To address these challenges,this study recommends a multi-level response framework that integrates technological innovation,legal and regulatory refinement,and public literacy enhancement.Such an approach is essential for managing deepfake risks effectively and sustaining long-term national security and social stability.
刘伟东;马晓飞;刘硕
北京邮电大学经济管理学院,北京,100876||中国移动通信研究院,北京,100032北京邮电大学经济管理学院,北京,100876中国移动通信研究院,北京,100032
信息技术与安全科学
生成式人工智能深度伪造国家安全社会治理治理措施
generative artificial intelligencedeepfakenational securitysocial governancegovernance measures
《科技智囊》 2025 (8)
29-36,8
国家社会科学基金项目"网络空间命运共同体的基础理论与建设路径研究"(19BGJ075).
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