Behavioural Intrusion Detection for Wireless Sensor Networks

被引：1
|
作者：
Smith, A. [1 ]
Ramotsoela, T. D. [1 ]
Hancke, G. F. [2 ]
机构：
[1] Univ Cape Town, Dept Elect Engn, Rondebosch, South Africa
[2] Univ Pretoria, Dept Elect Elect & Comp Engn, Pretoria, South Africa
来源：
PROCEEDINGS OF 2021 IEEE 30TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE) | 2021年
基金：
新加坡国家研究基金会; 芬兰科学院;
关键词：
Intrusion detection; wireless sensor network; machine learning; decision trees; SYSTEMS;
D O I：
10.1109/ISIE45552.2021.9576349
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Wireless sensor networks are used increasingly in various different fields. The information which they measure and distribute is often sensitive or valuable and this incentivises attacks on the networks. Moreover, they are distributed and make use of wireless communications which makes them vulnerable to attack. This paper presents an intrusion detector for wireless sensor networks which makes use of behavioural data from the network. The intrusion detectors was evaluated in a resource constrained environment because wireless sensor networks have limited computational and energy resources. The developed system was found to be very accurate as well as computationally lightweight.
引用
收藏
页数：6
相关论文
共 50 条
  • [1] Intrusion Detection in Wireless Sensor Networks
    Mettu, NaveenaReddy
    Sasikala, T.
    [J]. PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICICCT), 2018, : 84 - 89
  • [2] An Intrusion Detection Algorithm for Wireless Sensor Networks
    Eissa, Alaa
    Zied, Samir
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2015, 15 (11): : 80 - 85
  • [3] An Intrusion Detection System for Wireless Sensor Networks
    Ioannou, Christiana
    Vassiliou, Vasos
    Sergiou, Charalampos
    [J]. PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS (ICT 2017), 2017,
  • [4] An intrusion detection system for wireless sensor networks
    Onat, I
    Miri, A
    [J]. WIMOB 2005: IEEE INTERNATIONAL CONFERENCE ON WIRELESS AND MOBILE COMPUTING, NETWORKING AND COMMUNICATIONS, VOL 3, PROCEEDINGS, 2005, : 253 - 259
  • [5] Adaptive intrusion detection in wireless sensor networks
    Techateerawat, Piya
    Jennings, Andrew
    [J]. 2007 INTERNATIONAL CONFERENCE ON INTELLIGENT PERVASIVE COMPUTING, PROCEEDINGS, 2007, : 23 - 28
  • [6] Cooperative Intrusion Detection in Wireless Sensor Networks
    Krontiris, Ioannis
    Benenson, Zinaida
    Giannetsos, Thanassis
    Freiling, Felix C.
    Dimitriou, Tassos
    [J]. WIRELESS SENSOR NETWORKS, PROCEEDINGS, 2009, 5432 : 263 - +
  • [7] Anomaly intrusion detection in wireless sensor networks
    Bhuse, V
    Gupta, A
    [J]. JOURNAL OF HIGH SPEED NETWORKS, 2006, 15 (01) : 33 - 51
  • [8] Research on Intrusion Detection of Wireless Sensor Networks
    Guo, Jianli
    [J]. PROCEEDINGS OF THE 2015 CONFERENCE ON INFORMATIZATION IN EDUCATION, MANAGEMENT AND BUSINESS, 2015, 20 : 65 - 69
  • [9] Data Integrity And Intrusion Detection In Wireless Sensor Networks
    Acharya, Rathanakar
    Asha, K.
    [J]. PROCEEDINGS OF THE 2008 16TH INTERNATIONAL CONFERENCE ON NETWORKS, 2008, : 462 - +
  • [10] Adaptable Monitoring for Intrusion Detection in Wireless Sensor Networks
    Abdellatif, Takoua
    Rouis, Kais
    Mosbah, Mohamed
    [J]. 2017 IEEE 26TH INTERNATIONAL CONFERENCE ON ENABLING TECHNOLOGIES - INFRASTRUCTURE FOR COLLABORATIVE ENTERPRISES (WETICE), 2017, : 54 - 59
12345