Secure data aggregation in wireless sensor networks ieee xplore. Secure data aggregation in wireless sensor networks ieee 2012 ns2 in a large sensor network, innetwork data aggregation significantly reduces the amount of communication and energy. There are various challenges that are involved in the process of data aggregation like checking of duplication of data after encryption. Energyefficient and highaccuracy secure data aggregation in. It presents a comprehensive state of the art discussion on the various privacy protection mechanisms used in wsns and particularly focuses on the cpda protocols proposed by he et al. Secure tree construction for the secure hopbyhop data aggregation protocol for wireless sensor networks. Early secure data aggregation schemes were hop by hop schemes, these schemes like the one by hu and evans 8 mostly dealt with the issue of data confidentiality in the face of a single. Secure data aggregation with fully homomorphic encryption in. Secure data aggregation in wireless sensor networks wei zhang, ph. While increasing network lifetime, data aggregation protocols may degrade important quality of service metrics in wireless sensor networks, such as data accuracy, latency, faulttolerance, and security. Security data aggregation in wireless sensor networks. The goal of eeha is that the sensor network can obtain an accurate. We propose an energyefficient and highaccuracy eeha scheme for secure data aggregation in wireless sensor networks.
Professionals working in the wireless sensor networks field will also find this book useful as a reference. Survey on several secure data aggregation schemes in wsn. Early secure data aggregation schemes were hop by hop schemes, these schemes like. Wireless sensor networks wsns, which can have hundreds or thousands of sensor nodes deployed over a monitored region, are being increasingly used in several applications such as military.
Jan 08, 2016 secure data aggregation technique for wireless sensor networks in the presence of collusion attacks to get this project in online or through training sessions contact. The goal of eeha is that the sensor network can obtain an accurate aggregation result while guaranteeing that no private sensor reading is released to other sensors and that no significant extra overhead is introduced. We propose secure data aggregation for coexisting queries sdacq in wireless sensor networks that allows parallel coexisting aggregate queries from the sink to be disseminated in an authenticated. Secure data aggregation in wireless sensor networks. In a bid to reduce the power consumption during data gathering, cluster heads are elected to gather data from every node in the wsn. Professionals working in the wireless sensor networks field will also find this book.
Secure data aggregation in wireless sensor networks article pdf available in ieee transactions on information forensics and security 73. Review for secure data aggregation in wireless sensor networks. Secure data aggregation in wireless sensor networks has two contrasting objectives, i efficiently collecting and aggregating data and ii aggregating the data securely. A secure data aggregation scheme based on appropriate cryptographic primitives in heterogeneous wireless sensor networks. There are basically two types of secure data aggregation protocols 3 based on the topology used for aggregation. May 22, 2009 yang y, wang x, zhu s, cao g 2006 sdap. In network aggregation is a natural approach in wireless sensor networks wsns to collaboratively process data generated by the sensor nodes.
Data aggregation is way of summarizing and combining sensor data. Secure data aggregation in wireless sensor networks abstract. Secure data aggregation technique in wireless sensor. Secure data aggregation and false data detection for wireless. Secure and privacypreserving data aggregation protocols for. Secure data aggregation model sdam in wireless sensor networks. Compared to general data aggregation problem which is a well researched topic in wireless sensor networks, secure data aggregation problem still has the potential to provide.
Secure encrypteddata aggregation for wireless sensor networks. There are some welldesigned secure data aggregation schemes, which understandably have different tradeoffs and are suitable for particular operations. In this paper, we propose a novel solution for the secure aggregation of data in wsns based on probabilistic homomorphic encryption. Secure data aggregation in wireless sensor networks ieee. Two main security challenges in secure data aggregation are confidentiality and integrity of data. Sengottuvelan secure data aggregation technique in wireless sensor network in ijircce oct2015 4 vimal kamal and sanjay madria secure data aggregation in wireless sensor. In many sensor applications, the data collected from individual nodes. Informatics and telecommunications engineering book series lnicst, volume 49. Secure data aggregation in wireless sensor networks springerlink.
Secure data aggregation in wireless sensor network. Secure and privacypreserving data aggregation protocols. Optimized secure data aggregation in wireless sensor networks. Secure data aggregation in wireless sensor networks ieee 2012.
We are a community of more than 103,000 authors and editors from 3,291 institutions spanning 160 countries, including nobel prize winners and some of the worlds mostcited researchers. Recently, a few novel protocols have been proposed for. Proceedings of the sixth australasian information security conference aisc 2008. Privacy preserving secure data aggregation for wireless. In a large sensor network, in network data aggregation significantly reduces the amount of communication and energy consumption. Recently, the research community has proposed a robust aggregation framework called synopsis diffusion which combines multipath routing schemes with. Based on our survey of existing research efforts for ensuring secure data aggregation, a novel approach that uses homomorphic encryption and message. Sengottuvelan secure data aggregation technique in wireless sensor network in ijircce oct2015 4 vimal kamal and sanjay madria secure data aggregation in wireless sensor network 5 nefilda k. Energyefficient and secure patternbased data aggregation protocol 6 in espda, author proposed a protocol to provide energyefficient data aggregation together with secure data.
A secure routing protocol for wireless sensor networks. A novel secure data aggregation protocol is proposed to prevent. Providing security to aggregate data in wireless sensor networks is known as secure data aggregation in wsn. Data aggregation is a widely used technique in wireless sensor networks to reduce the power consumed in wsn. Secure data aggregation protocols in wireless sensor networks. Proceedings of the 9th asia pacific international conference on information science and technology apicist 2014. Security data aggregation in wireless sensor networks, emerging communications for wireless sensor networks, anna foerster and alexander foerster, intechopen, doi. Secure wireless sensor networks threats and solutions. Secure data aggregation research for wireless sensor network. Introduction wireless sensor nodes that collaborate to form a wireless sensor networks wsns, suffer from severe constraints in power, computational resources, memory and bandwidth 1.
There has been many related work proposed to address these security issues. Secure data aggregation in wireless sensor networks mathunipd. In particular, we present a novel lightweight ver ification algorithm by which the base station can determine if the computed aggregate predicate count or sum. First is treebased data aggregation protocols in which the intermediate parent nodes in the path from leaf to base station. Secure in network aggregation in wireless sensor networks. Advances in intelligent systems and computing, vol 324. In this paper, we propose a secure data aggregation protocol which. Secure data aggregation technique for wireless sensor networks in the presence of collusion attacks to get this project in online or through training sessions contact. Secure data aggregation protocols in wireless sensor. Part of the studies in computational intelligence book series sci, volume 278. For the readings have the same value and come from different nodes, the cluster head remains the nodes identifiers in data. This paper investigates the relationship between security and data aggregation. Threats and solutions targets advancedlevel students and researchers in computer science and electrical engineering as a secondary text book. Secure wireless sensor networks springer for research.
Secure data aggregation scheme for clustered wireless sensor. Data aggregation is the process of summarizing and combining sensor data in order to reduce the amount of data transmission in the network. Data aggregation is a widely used technique in wirelss sensor networks. This paper proposes a secure data aggregation scheme for clustered wireless sensor networks. A novel secure data aggregation protocol is proposed to prevent the redundant data transmission from sensor nodes to clusterheads. It identifies a security vulnerability in the cpda. Secure data aggregation technique for wireless sensor networks in the presence of collusion attacks mohsen rezvani, student member, ieee, aleksandar ignjatovic, elisa bertino, fellow, ieee, and sanjay. Therefore, the design of an efficient data aggregation protocol is an inherently challenging task because the protocol designer must trade off. Sdam aiming at assuring a secure aggregate communication at a low cost in terms of resources. Reputationbased secure data aggregation in wireless sensor networks. In our design, the encrypted sensor readings were transmitted to the cluster head with mac and the cluster. Secure innetwork aggregation in wireless sensor networks. Most of the applications of wireless sensor networks have critical tasks to be fulfilled. Secure encrypteddata aggregation for wireless sensor networks shihi huang.
This chapter discusses the need of security and privacy protection mechanisms in aggregation protocols used in wireless sensor networks wsn. Proceedings of the seventh acm international symposium on mobile. Pdf secure data aggregation in wireless sensor networks. On data aggregation with secure bloom filter in wireless. With the rapid development of wireless communication technology, sensor technology, information acquisition and processing technology, sensor networks will finally have a deep influence on all. Our design for data aggregation eliminates redundant sensor. Proceedings of the seventh acm international symposium on mobile ad hoc networking and computing mobihoc 06, pp. We are a community of more than 103,000 authors and editors from 3,291 institutions spanning 160 countries, including nobel prize winners and some of the worlds mostcited. Wireless sensor networks are now in widespread use to monitor regions, detect events. In this paper, we make the synopsis diffusion approach secure against the above. Secure data aggregation in wireless sensor networks sanjeev setiaa,sankardas roy band sushil jajodia a computer science department, george mason university, fairfax, va, usa b center for secure information systems, george mason university abstract. This dissertation addresses the security issues in wireless sensor networks, focusing on secure data aggregation and false data detection.
Credible secure data aggregation in wireless sensor networks. In the wireless sensor networkwsn have the hard mission, it prolongs the lifetime of the network, so with the help. Secure data aggregation technique for wireless sensor networks in the presence of collusion attacks mohsen rezvani, student member, ieee, aleksandar ignjatovic, elisa bertino, fellow, ieee, and sanjay jha, senior member, ieee abstractdue to limited computational power and energy resources, aggregation of data from multiple sensor nodes done. In our design, the encrypted sensor readings were transmitted to the cluster head with mac and the cluster head process the encrypted data aggregation without decryption. Introduction wireless sensor nodes that collaborate. Elliptic curve cryptography, innetwork processing, privacy homomorphism, secure data aggregation, wireless sensor networks wsns. Innetwork aggregation is a natural approach in wireless sensor networks wsns to collaboratively process data. Secure data aggregation technique in wireless sensor network. Data aggregation in wireless sensor networks jin cui to cite this version. Reputationbased secure data aggregation in wireless. As wireless sensor networks are usually deployed in remote and hostile environments to transmit sensitive information, sensor nodes are prone to node compromise attacks and security issues such as data. Secure data aggregation technique for wireless sensor. Review for secure data aggregation in wireless sensor.
The university of texas at arlington, 2008 supervising professor. Mar 06, 2012 this chapter discusses the need of security and privacy protection mechanisms in aggregation protocols used in wireless sensor networks wsn. Sep 14, 20 secure data aggregation in wireless sensor networks ieee 2012 ns2 in a large sensor network, in network data aggregation significantly reduces the amount of communication and energy consumption. Reputationbased secure data aggregation in wireless sensor. Wireless sensor networks wsns are increasingly used in many applications, such as volcano and fire monitoring, urban sensing, and perimeter surveillance.
Joseph, jathin jos a secure edtm for wireless sensor network in ijser feb2016. Data aggregation da is the best approach for energy conservation in wireless sensor networks wsn, due to the open deployment, sensors are prone for security threats s. Elliptic curve cryptography, in network processing, privacy homomorphism, secure data aggregation, wireless sensor networks wsns. Data aggregation is the process of data summarizing that has the. Secure data aggregation technique for wireless sensor networks in the presence of collusion attacks mohsen rezvani 1aleksandar ignjatovic elisa bertino2 sanjay jha 1 university of new south wales.
In wireless sensor networks, the benefit of data aggregation increases if the intermediate sensor nodes perform data aggregation incrementally when data are being forwarded to the base station. Energyefficient and secure patternbased data aggregation protocol 6 in espda, author proposed a protocol to provide energyefficient data aggregation together with secure data communication in wireless sensor networks. Secure data aggregation in wireless sensor networks sanjeev setiaa,sankardas roy band sushil jajodia a computer science department, george mason university, fairfax, va, usa b center for. However, while this continuous data aggregation operation improves the bandwidth and energy utilization, it may negatively affect other performance.
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