Energy-efficient intrusion detection in Wireless Sensor Network

Salehian, Solmaz; Masoumiyan, Farzaneh; Udzir, Nur Izura

doi:10.1109/cybersec.2012.6246085

Cited by 5 publications

(6 citation statements)

References 17 publications

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“…The principle tasks of IDS are prevention and detection of attacks, situational awareness, evidence collection, and administration of connection topologies [33,34]. The strategies for attacks and detection system for WSNs is different from other wireless or wired networks due to their structure and limited battery life.…”

Section: Intrusion Detection Systemmentioning

confidence: 99%

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Wireless Sensor Network Based Smart Grid Communications: Cyber Attacks, Intrusion Detection System and Topology Control

Chhaya

Sharma

Bhagwatikar³

et al. 2016

Preprint

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An existing power grid is going through a massive transformation. Smart grid technology is a radical approach for improvisation in prevailing power grid. Integration of electrical and communication infrastructure is inevitable for the deployment of Smart grid network. Smart grid technology is characterized by full duplex communication, automatic metering infrastructure, renewable energy integration, distribution automation and complete monitoring and control of entire power grid. Wireless sensor networks (WSNs) are small micro electrical mechanical systems which are accomplished to collect and communicate the data from surroundings. WSNs can be used for monitoring and control of smart grid assets. Security of wireless sensor based communication network is a major concern for researchers and developers. The limited processing capabilities of wireless sensor networks make them more vulnerable to cyber-attacks. The countermeasures against cyber-attacks must be less complex with an ability to offer confidentiality, data readiness and integrity. The address oriented design and development approach for usual communication network requires a paradigm shift to design data oriented WSN architecture. WSN security is an inevitable part of smart grid cyber security. This paper is expected to serve as a comprehensive assessment and analysis of communication standards, cyber security issues and solutions for WSN based smart grid infrastructure.

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Section: Intrusion Detection Systemmentioning

confidence: 99%

“…The strategies for attacks and detection system for WSNs is different from other wireless or wired networks due to their structure and limited battery life. Intrusion detection approaches for WSN are classified as follows [33][34][35].…”

Section: Intrusion Detection Systemmentioning

confidence: 99%

Wireless Sensor Network Based Smart Grid Communications: Cyber Attacks, Intrusion Detection System and Topology Control

Chhaya

Sharma

Bhagwatikar³

et al. 2016

Preprint

View full text Add to dashboard Cite

show abstract

“…In flat-based routing, all sensors share the same set of tasks in the network. Sensor selection for querying is difficult due to lack of global ID along with random extensions of nodes [7].…”

Section: Literature Reviewmentioning

confidence: 99%

Cluster Head Energy Optimization in Wireless Sensor Networks

Tayeb

Mirnabibaboli

Latifi

2016

JSN

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Wireless Sensor Networks (WSNs) consist of many sensor nodes which are vital to various applications in our daily lives. Optimizing energy usage is a key challenge for WSNs. Improving energy utilization can help with controlling traffic, saving energy and eventually, resulting in a better lifetime. In this paper, a modification of the Energy Efficient Credit-Based routing algorithm is proposed, which selects the most optimal Cluster Head based on the priority of relay nodes. Simulation results demonstrate that the proposed algorithm achieves a more efficient load-balancing, a better lifetime, and lower energy consumption, at the expense of slightly higher packet loss and lower data delivery rate. The results are compared with the commonly used Low-Energy Adaptive Clustering Hierarchy algorithm.

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“…This approach is application specific and it is manually defined by an administrator. Hybrid approach can be a combination of anomaly and misuse detection approaches for accurate results [84][85][86][87][88].…”

Section: Hybrid Detectionmentioning

confidence: 99%

“…To detect the above-mentioned anomalies, different types of approaches are applied [86]. These anomaly detection approaches can be classified as game theoretic, statistical, machine learning, artificial immune system and data mining based approach [85][86][87][88].…”

mentioning

confidence: 99%

Wireless Sensor Network Based Smart Grid Communications: Cyber Attacks, Intrusion Detection System and Topology Control

et al. 2017

View full text Add to dashboard Cite

Abstract:The existing power grid is going through a massive transformation. Smart grid technology is a radical approach for improvisation in prevailing power grid. Integration of electrical and communication infrastructure is inevitable for the deployment of Smart grid network. Smart grid technology is characterized by full duplex communication, automatic metering infrastructure, renewable energy integration, distribution automation and complete monitoring and control of entire power grid. Wireless sensor networks (WSNs) are small micro electrical mechanical systems that are deployed to collect and communicate the data from surroundings. WSNs can be used for monitoring and control of smart grid assets. Security of wireless sensor based communication network is a major concern for researchers and developers. The limited processing capabilities of wireless sensor networks make them more vulnerable to cyber-attacks. The countermeasures against cyber-attacks must be less complex with an ability to offer confidentiality, data readiness and integrity. The address oriented design and development approach for usual communication network requires a paradigm shift to design data oriented WSN architecture. WSN security is an inevitable part of smart grid cyber security. This paper is expected to serve as a comprehensive assessment and analysis of communication standards, cyber security issues and solutions for WSN based smart grid infrastructure.

show abstract

Energy-efficient intrusion detection in Wireless Sensor Network

Cited by 5 publications

References 17 publications

Wireless Sensor Network Based Smart Grid Communications: Cyber Attacks, Intrusion Detection System and Topology Control

Wireless Sensor Network Based Smart Grid Communications: Cyber Attacks, Intrusion Detection System and Topology Control

Cluster Head Energy Optimization in Wireless Sensor Networks

Wireless Sensor Network Based Smart Grid Communications: Cyber Attacks, Intrusion Detection System and Topology Control

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