视觉深度伪造模型归因研究综述

A Review of Model Attribution on Visual Deepfake

视觉深度伪造模型归因技术对于保护知识产权、打击深度伪造技术滥用和维护信息真实性具有非常重要的作用。首先概述了主流的视觉深度伪造技术,其次分类综述了视觉深度伪造模型归因研究进展和技术特点,最后总结了当前模型归因技术存在的不足和难点。

The model attribution technology on visual deepfake plays a very important role in protecting intellectual property rights,combating the abuse of deepfake technology,and maintaining the authenticity of information.This paper first outlines the mainstream visual deepfake technologies,then categorizes and reviews the research progress and technical characteristics of visual deepfake model attribution,and finally summarizes the shortcomings and difficulties of current model attribution technologies.