Security perspective of wireless sensor networks

被引:0
|
作者
Gutierrez-Portela, Fernando [1 ]
Almenarez-Mendoza, Florina [2 ]
Calderon-Benavides, Liliana [3 ,4 ]
Romero-Riano, Efren
机构
[1] Univ Cooperat Colombia, Ingn Civil, Aqua, Medellin, Colombia
[2] Univ Carlos III Madrid, Dept Ingn Telemat, Aplicac & Serv Telemat, Madrid, Spain
[3] Univ Autonoma Bucaramanga, Unidad Acad, Tecnol Informac, Bucaramanga, Santander, Colombia
[4] Univ Autonoma Bucaramanga, Bucaramanga, Santander, Colombia
来源
UIS INGENIERIAS | 2021年 / 20卷 / 03期
关键词
wireless sensor networks; WSN attacks; security mechanisms; artificial intelligence; intrusion detection; computational resources; countermeasures; ZigBee protocol; machine learning; supervised techniques; unsupervised techniques; anomaly detection; clustering algorithms; VOSviewer; security prospective; EFFICIENT; PRIVACY; ATTACKS; SCHEME; AUTHENTICATION; ALGORITHM; PROTOCOL; SYSTEM;
D O I
10.18273/revuin.v20n3-2021014
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In Wireless Sensor Networks (WSN), nodes are vulnerable to security attacks because they are installed in a harsh environment with limited power and memory, low processing power, and medium broadcast transmission. Therefore, identifying threats, challenges, and solutions of security and privacy is a talking topic today. This article analyzes the research work that has been carried out on the security mechanisms for the protection of WSN against threats and attacks, as well as the trends that emerge in other countries combined with future research lines. From the methodological point of view, this analysis is shown through the visualization and study of works indexed in databases such as IEEE, ACM, Scopus, and Springer, with a range of 7 years as an observation window, from 2013 to 2019. A total of 4,728 publications were obtained, with a high rate of collaboration between China and India. The research raised developments, such as advances in security principles and defense mechanisms, which have led to the design of countermeasures in intrusion detection. Finally, the results show the interest of the scientific and business community in the use of artificial intelligence and machine learning (ML) to optimize performance measurements.
引用
收藏
页码:189 / 201
页数:13
相关论文
共 50 条
  • [41] Threats to Security of Wireless Sensor Networks
    Tyagi, Akshat
    Kushwah, Juhi
    Bhalla, Monica
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, DATA SCIENCE AND ENGINEERING (CONFLUENCE 2017), 2017, : 402 - 405
  • [42] Better Security for Wireless Sensor Networks
    Abbasi, Akbar
    INTERNATIONAL CONFERENCE ON FUTURE NETWORKS, PROCEEDINGS, 2009, : 100 - 103
  • [43] Security methods for wireless sensor networks
    Ren, Xiuli
    IEEE ICMA 2006: Proceeding of the 2006 IEEE International Conference on Mechatronics and Automation, Vols 1-3, Proceedings, 2006, : 1925 - 1930
  • [44] Cognition in Wireless Sensor Networks: A Perspective
    Vijay, Gayathri
    Bdira, Elyes Ben Ali
    Ibnkahla, Mohamed
    IEEE SENSORS JOURNAL, 2011, 11 (03) : 582 - 592
  • [45] Enhanced Security Protocol in Wireless Sensor Networks
    Aseri, T. C.
    Singla, N.
    INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2011, 6 (02) : 214 - 221
  • [46] Security Architecture and Requirements for Wireless Sensor Networks
    Gong, Yiguang
    Ruan, Feng
    Fan, Zhiyong
    Hou, Jianmin
    Mei, Ping
    Li, Tao
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2016, 10 (08): : 295 - 302
  • [47] Security for Wireless Sensor Networks in Military Operations
    Gupta, Rajat
    Singh, Pallavi
    Sultania, Kaushal
    Gupta, Archit
    2013 FOURTH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATIONS AND NETWORKING TECHNOLOGIES (ICCCNT), 2013,
  • [48] Review of Security for Underwater Wireless Sensor Networks
    Su, Yishan
    Zhang, Hehe
    Zhang, Rui
    Ma, Suya
    Fan, Rong
    Fu, Xiaomei
    Jin, Zhigang
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2023, 45 (03) : 1121 - 1133
  • [49] Evaluation of security mechanisms in wireless sensor networks
    Guimaraes, G
    Souto, E
    Sadok, D
    Kelner, J
    2005 SYSTEMS COMMUNICATIONS, PROCEEDINGS: ICW 2005, WIRELESS TECHNOLOGIES; ICHSN 2005, HIGH SPEED NETWORKS; ICMCS 2005, MULTIMEDIA COMMUNICATIONS SYSTEMS; SENET 2005, SENSOR NETWORKS, 2005, : 428 - 433
  • [50] Security management in Wireless Sensor Networks for healthcare
    Oh, Tae
    Choi, Young B.
    Ryoo, Jungwoo
    Stokes, Kristian
    INTERNATIONAL JOURNAL OF MOBILE COMMUNICATIONS, 2011, 9 (02) : 187 - 207