Computer Science

Computer Science ›› 2023, Vol. 50 ›› Issue (8): 333-341.doi: 10.11896/jsjkx.220800089

• Information Security • Previous Articles     Next Articles

Recoverable Data Aggregation Protocol for Wireless Sensor Networks Based on Reversible DigitalWatermarking

GAO Guangyong1,2,3, HAN Tingting1,3, XIA Zhihua4   

  1. 1 Engineering Research Center of Digital Forensics, Ministry of Education, Nanjing University of Information Science & Technology, Nanjing 210044, China
    2 School of Computer and Big Data Science,Jiujiang University,Jiujiang,Jiangxi 332005,China
    3 School of Computer Science,Nanjing University of Information Science & Technology,Nanjing 210044,China
    4 College of Cyber Security,Jinan University,Guangzhou 510632,China
  • Received:2022-08-09 Revised:2022-11-22 Online:2023-08-15 Published:2023-08-02
  • About author:GAO Guangyong,born in 1973,Ph.D,professor,is a senior member of China Computer Federation.His main research interests include reversible data hiding,computer networks security,multimedia information security,and digital image processing.
    XIA Zhihua,born in 1983,Ph.D,professor,Ph.D supervisor,is a senior member of China Computer Federation.His main research interests include digital forensic and encrypted image proces-sing.
  • Supported by:
    Key Program of the Natural Science Foundation of Jiangxi Province,China(20192ACBL20031),National Natural Science Foundation of China(61662039,62122032,U1936118),National Key Research and Development Program of China(2020YFB1005600) and Startup Foundation for Introducing Talent of Nanjing University of Information Science and Technology(NUIST)(2019r070).

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Abstract: Aiming at the opposition between the high energy consumption of data security authentication protocol and the resource limitation of sensor nodes in wireless sensor networks,this paper proposes an aggregation protocol based on reversible di-gital watermarking.On the one hand,at the sensing node,the watermarking is embedded into the sensing data,and the elliptic curve is used to encrypt the watermarked data homomorphically,so as to ensure the privacy of the data in the transmission process.At the cluster head node,the received data are only performed aggregation and forwarding operations,so as to reduce network communication overhead.At the base station,the watermark is extracted to authenticate the integrity of data.On the other hand,this scheme proposes an aggregation tree protocol based on clustering protocol,which can reduce the transmission energy consumption of nodes and prolong the network lifetime.Theoretical analysis proves that the proposed protocol combines watermarking technology and data aggregation technology better,has good security and lower computation cost,and can realize the integrity authentication of perception data.In addition,experimental results show that,compared with the latest similar algorithms,the proposed protocol has certain advantages in communication cost and delay.

Key words: Reversible digital watermarking, Integrity verification, Data aggregation, Homomorphic encryption

CLC Number: 

  • TP393
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