Malicious Node Detection in Wireless Sensor Networks Using an Efficient Secure Data Aggregation Protocol

被引:22
|
作者
Gomathi, S. [1 ]
Krishnan, C. Gopala [1 ]
机构
[1] Francis Xavier Engn Coll, CSE Dept, Tirunelveli, Tamil Nadu, India
关键词
Wireless sensor networks (WSN); Secure data aggregation protocol (SDAP); Certificate authority (CA); Malicious node detection;
D O I
10.1007/s11277-020-07291-5
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Wireless sensor networks are randomly deployed and responsible for monitoring geographical area wide. In WSN, the aggregation of data is very complex because of its limited power and computing capabilities. Issue in data aggregation is that the data may be passed on malicious node. All the existing data aggregation techniques undergo security issues because of the transfer of large amount of data. In this paper we propose a protocol named Secure Data Aggregation Protocol (SDAP) which identifies the malicious node by providing a logical group in the form of tree topology. In the tree topology the aggregation is formed by aggregating the nodes, which are non-leaf node and high level of trust is required to provide a better approximation and accuracy against the security threats. Thus the data is securely aggregated and the efficiency is achieved in data aggregation.
引用
收藏
页码:1775 / 1790
页数:16
相关论文
共 50 条
  • [21] A Secure Data Aggregation protocol for Outlier Detection in Wireless Sensor Networks Using Aggregate Message Authentication Code
    Bharuka, Komal
    Jinwala, Devesh C.
    [J]. 2014 9TH INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS (ICIIS), 2014, : 836 - +
  • [22] An Efficient Energy based Detection of Malicious Node in Mobile Wireless Sensor Networks
    Sharmila S.
    Umamaheswari G.
    [J]. Journal of The Institution of Engineers (India): Series B, 2012, 93 (1) : 25 - 30
  • [23] Energy Efficient and Secure Data Aggregation with Malicious Aggregator Node Detection (ESMD) in WSNs
    Nanda, Arabinda
    Rath, Amiya Kumar
    [J]. 2016 IEEE 7TH POWER INDIA INTERNATIONAL CONFERENCE (PIICON), 2016,
  • [24] Malicious Node Detection Using a Dual Threshold in Wireless Sensor Networks
    Lim, Sung Yul
    Choi, Yoon-Hwa
    [J]. JOURNAL OF SENSOR AND ACTUATOR NETWORKS, 2013, 2 (01): : 70 - 84
  • [25] Secure and energy-efficient data aggregation for wireless sensor networks
    Othman, Sofiene Ben
    Trad, Abdelbasset
    Alzaid, Hani
    Youssef, Habib
    [J]. International Journal of Mobile Network Design and Innovation, 2013, 5 (01) : 28 - 42
  • [26] Efficient and Provably Secure Aggregation of Encrypted Data in Wireless Sensor Networks
    Castelluccia, Claude
    Chan, Aldar C-F
    Mykletun, Einar
    Tsudik, Gene
    [J]. ACM TRANSACTIONS ON SENSOR NETWORKS, 2009, 5 (03) : 1 - 36
  • [27] Secure Efficient Geocast Protocol for Sensor Networks with Malicious Nodes
    Shim, Young-Chul
    [J]. EHAC'09: PROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON ELECTRONICS, HARDWARE, WIRELESS AND OPTICAL COMMUNICATIONS, 2009, : 179 - 184
  • [28] Secure Data Aggregation in Wireless Sensor Networks
    Vaidehi, V.
    Kayalvizhi, R.
    Sekar, N. Chandra
    [J]. 2015 2ND INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM), 2015, : 2179 - 2184
  • [29] Secure Data Aggregation in Wireless Sensor Networks
    Roy, Sankardas
    Conti, Mauro
    Setia, Sanjeev
    Jajodia, Sushil
    [J]. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2012, 7 (03) : 1040 - 1052
  • [30] Secure and Efficient Data Transmission for Wireless Sensor Networks by using Optimized Leach Protocol
    Kumar, M. Jogendra
    Kumar, G. V. S. Raj
    Krishna, P. S. R.
    Sai, N. Raghavendra
    [J]. PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON INVENTIVE COMPUTATION TECHNOLOGIES (ICICT 2021), 2021, : 50 - 55