人脸反欺诈活体检测综述

卢子谦; 陆哲明; 沈冯立; 王总辉

引用本文：

卢子谦,陆哲明,沈冯立,王总辉.人脸反欺诈活体检测综述[J].信息安全学报,2020,5(2):18-27 [点击复制]
LU Ziqian,LU Zheming,SHEN Fengli,WANG Zonghui.A Survey of Face Anti-Spoofing[J].Journal of Cyber Security,2020,5(2):18-27 [点击复制]

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人脸反欺诈活体检测综述
卢子谦¹, 陆哲明¹, 沈冯立¹, 王总辉²
0 字体:加大+\|默认\|缩小-
(1.浙江大学航空航天学院杭州中国 310027;2.浙江大学计算机系统结构与网络安全研究所杭州中国 310027)

摘要:

活体检测技术被广泛应用于信息安全、金融服务、文体娱乐、智慧城市、传媒社交等领域，通常与人脸识别技术结合使用，组成一个完整的系统部署到真实场景中。随着信息技术的推广，电子安全问题受到越来越多的关注，作为身份授权步骤的人脸识别的前置环节，活体检测扮演着重要角色。本文针对近年来提出的人脸反欺诈活体检测技术进行了分类及归纳，通过介绍、分析这些活体检测算法来进一步拓展活体检测的研究思路，最后给出其未来可能的发展趋势及总结。

关键词: 人脸识别活体检测信息安全

DOI：10.19363/J.cnki.cn10-1380/tn.2020.02.02

投稿时间：2019-12-30修订日期：2020-02-19

基金项目:本课题得到中央网络信息办公室资金资助。

A Survey of Face Anti-Spoofing

LU Ziqian¹, LU Zheming¹, SHEN Fengli¹, WANG Zonghui²

(1.School of Aeronautics and Astronautics, Zhejiang University, Hangzhou 310027, China;2.Institute of computer system architecture and network security, Zhejiang University, Hangzhou 310027, China)

Abstract:

Face anti-spoofing technology is widely used in fields such as information security, financial services, sports entertainment, smart cities, and social media. It is usually deployed to real scene with face recognition system. With the development of the information technology, electronic security has attracted more and more attention. As the pre-stage of face recognition for identity authorization, face anti-spoofing technology plays in an important role of it. This paper summarizes the face anti-spoofing technology proposed in recent years and expands the orientation in this area. Finally, we give the possible development trends and summary of the face anti-spoofing technology.

Key words: face recognition living body detection information security