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Authentication that Combines rPPG Information with Face Detection on the Blockchain

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成果类型:
会议论文
作者:
Wu, Maoying;Zeng, Wu;Tan, Ruochen;Ni, Yin;Yang, Lan
通讯作者:
Zeng, W
作者机构:
[Ni, Yin; Yang, Lan; Wu, Maoying] Wuhan Polytech Univ, Dept Eletr & Elect Engn, Wuhan 430023, Hubei, Peoples R China.
[Zeng, Wu; Zeng, W] Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan 430023, Hubei, Peoples R China.
[Tan, Ruochen] Univ Calif San Diego, Comp Sci & Engn, San Diego, CA 92093 USA.
通讯机构:
[Zeng, W ] W
Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan 430023, Hubei, Peoples R China.
语种:
英文
关键词:
Blockchain;Face recognize;Fully homomorphic encryption;Heart rate detector;Information fusion;RSA
期刊:
Communications in Computer and Information Science
ISSN:
1865-0929
年:
2024
卷:
2059
页码:
80-94
会议名称:
1st International Artificial Intelligence Conference-IAIC
会议论文集名称:
Communications in Computer and Information Science
会议时间:
NOV 25-27, 2023
会议地点:
Nanjing, PEOPLES R CHINA
会议主办单位:
[Wu, Maoying;Ni, Yin;Yang, Lan] Wuhan Polytech Univ, Dept Eletr & Elect Engn, Wuhan 430023, Hubei, Peoples R China.^[Zeng, Wu] Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan 430023, Hubei, Peoples R China.^[Tan, Ruochen] Univ Calif San Diego, Comp Sci & Engn, San Diego, CA 92093 USA.
主编:
Jin, H Pan, Y Lu, J
出版地:
152 BEACH ROAD, #21-01/04 GATEWAY EAST, SINGAPORE, 189721, SINGAPORE
出版者:
SPRINGER-VERLAG SINGAPORE PTE LTD
ISBN:
978-981-97-1279-3; 978-981-97-1280-9
机构署名:
本校为第一且通讯机构
院系归属:
数学与计算机学院
摘要:
Blockchain is a decentralized distributed ledger, through a unique chain block structure to verify and store data, so as to ensure the privacy and security of all kinds of information, but the blockchain personal identity authentication link is not complete, relying only on the key can operate personal accounts there are serious security problems. Therefore, a signature scheme is proposed, which takes face biometric as input, uses convolutional neural network (CNN) facenet to encode the face feature information, and then uses homomorphic encryption scheme to encrypt the face encoding and compa...

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