Distributed Intrusion Detection Model in Wireless Sensor Network

Hanqing Zhang
December 2015
International Journal of Online Engineering;2015 Special Issue, Vol. 11 Issue 9, p61
Academic Journal
The security issues of Wireless Sensor Network (WSN) are significant, among which intrusion detection can improve the defense detection performance of WSN, and also balance the security and energy-saving accurately and efficiently. In this paper, we focus on the intrusion detection problem in WSN. Specifically, we propose a cluster-based collaborative detection structure, and the detection algorithm is based on immunity system and Ant Colony Optimization (ACO). The basic idea is to formulate intrusion detection as an optimization problem and introduce immune mechanism into ACO during iterations. Finally, the experiment shows that proposed algorithm outperforms other methods.


Related Articles

  • Research on the Selection Strategy for Optimal Anchor Nodes Based on Ant Colony Optimization. Baoxin ZHAO; Bi ZENG // Sensors & Transducers (1726-5479);Jan2014, Vol. 162 Issue 1, p161 

    With the progress of research on Wireless Sensor Network, location in Wireless Sensor Networks has become a very important research topic,There must be unable location area that is called blind zone in this paper due to the randomness of the nodes deployment,In order to improve the localization...

  • Time-Sensitive Ant Colony Optimization to Schedule A Mobile Sink for Data Collection in Wireless Sensor Networks. KARAKAYA, MURAT // Adhoc & Sensor Wireless Networks;2015, Vol. 28 Issue 1/2, p65 

    In Wireless Sensor Networks, sensor nodes are deployed to monitor and record the changes in their surroundings. The collected data in the sensor memories is transferred to a remote central via static or mobile sinks. Because sensors have scarce memory capacity various challenges occur in...

  • Energy Efficient Protocol for Heterogeneous Wireless Sensor Network using Ant Colony Optimization. Parvatkar, Saburi; Gore, Deipali // International Journal of Computer Science & Information Technolo;2014, Vol. 5 Issue 3, p3454 

    Wireless Sensor Network (WSN) is a collection of spatially distributed sensor nodes which are used to monitor environmental conditions. These sensor nodes collects information in analytical form, converts it to digital information with the help of ADC converter and routes the converted...

  • Path optimization wireless sensor network based on ant colony algorithm. Zeyu Sun // Journal of Chemical & Pharmaceutical Research;2014, Vol. 6 Issue 6, p2086 

    A new path optimization algorithm based on ant colony--ant colony algorithm has showed great strengths in large scale optimization problem. This paper solved the optimization problem in the area coverage and barrier coverage based on ant colony algorithm. An improved basic ant colony algorithm...

  • An Energy-Efficient Multipath Routing Algorithm Based on Ant Colony Optimization for Wireless Sensor Networks. Tong, Mengjun; Chen, Yangli; Chen, Fangxiang; Wu, Xiaoping; Shou, Guozhong // International Journal of Distributed Sensor Networks;6/15/2015, Vol. 2015, p1 

    An energy-efficient ACO-based multipath routing algorithm (EAMR) is proposed for energy-constrained wireless sensor networks. EAMR is a hybrid multipath algorithm, which is reactive in path discovery and proactive in route maintenance. EAMR has improvement and innovation in the ant packet...

  • A WIRELESS SENSOR NETWORK ROUTING ALGORITHM BASED ON ANT COLONY ALGORITHM. CHEN XIANG; LI YUN // Journal of Theoretical & Applied Information Technology;12/31/2012, Vol. 46 Issue 2, p837 

    This article proposed one kind based on the ant colony algorithm routing algorithm in wireless sensor networks. According to the election of cluster head node energy, and the use of ant colony algorithm is simple and easy to implement, support for multiple path characteristics, through the...

  • An Immunity-based Ant Colony Optimization Topology Control Algorithm for 3D Wireless Sensor Networks. Dequan Yang // Sensors & Transducers (1726-5479);Mar2013, Vol. 150 Issue 3, p125 

    Wireless Sensor Networks (WSNs) have been attracting the attention of both academic and industrial research communities for the past few years. To find an optimal topology control strategy in 3-dimensional (3D) WSNs is a new challenge. In this paper, we discuss issues related to the topology...

  • A Reputation-based Ant secure routing Protocol of Wireless Sensor Networks. Ouyang Xi; Zhang Jianyi; Gong Zhe; Li Qi // International Journal of Advancements in Computing Technology;May2012, Vol. 4 Issue 9, p9 

    Benefit from the rapidly developing in hardware manufacturing technology and efficient software algorithms, wireless sensor networks have been widely used in many fields. Secure routing protocol in wireless sensor network has been an essential issue to consideration when security requirements...

  • A Novel Bio-inspired Trusted Routing Protocol for Mobile Wireless Sensor Networks. Mingchuan Zhang; Changqiao Xu; Jianfeng Guan; Ruijuan Zheng; Qingtao wu; Hongke Zhang // KSII Transactions on Internet & Information Systems;Jan2014, Vol. 8 Issue 1, p74 

    Routing in mobile wireless sensor networks (MWSNs) is an extremely challenging issue due to the features of MWSNs. In this paper, we present a novel bio-inspired trusted routing protocol (B-iTRP) based on artificial immune system (AIS), ant colony optimization (ACO) and Physarum optimization...


Read the Article


Sorry, but this item is not currently available from your library.

Try another library?
Sign out of this library

Other Topics