深度造假技术及其应用研究

Jiang Bu, Ri-Lie Jiang, Bin Zheng
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引用次数: 0

摘要

近年来,随着人工智能技术的不断发展,深度造假技术的应用成为社交网络的新趋势,为影视产业、文教、广告营销等领域带来新的活力。同时,这项技术的滥用和邪恶利用也引起了社会的广泛关注和关注。基于深度伪造技术的基本原理,指出深度伪造技术具有智能化程度高、迭代优化速度快、检测识别困难等特点,并总结了目前深度伪造技术主要包括视频人脸变换、音频合成、文本伪造等。本文分析了深度伪造技术的典型应用领域及其可能造成的人身财产损失、威胁选举秩序和公共安全、加剧社会信任危机等安全隐患,并从提高伪造检测技术能力、加强网络平台管理、通过法律手段进行规制等方面提出了防范和应对深度伪造技术滥用的措施。提高公众信息媒介素养等。为了使公众更客观地看待和更好地利用深度伪造技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Deepfake Technology and Its Application
In recent years, with the continuous development of artificial intelligence technology, the application of deep counterfeiting technology has become a new trend of social networks, bringing new vitality in film and television industry, culture and education, advertising marketing and other fields. Meanwhile, the abuse and evil use of this technology has also aroused widespread concern and concern in the society. Based on the basic principle of deep forgery technology, this paper points out that deep forgery technology has the characteristics of high intelligence degree, rapid iterative optimization, difficult detection and identification, and summarizes the current deep forgery technology mainly includes video face changing, audio synthesis, text forgery and so on. This paper analyzes the typical application fields of deep forgery technology and the potential security risks such as personal and property damage, threatening election order and public security, aggravating social trust crisis, and puts forward measures to prevent and deal with the abuse of deep forgery technology from the aspects of improving the ability of forgery detection technology, strengthening the management of network platform, regulating through legal means, improving the public information media literacy, etc. In order to make the public more objective view and better use of deep forgery technology.
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