Localization-Free Detection of Replica Node Attacks in Wireless Sensor Networks Using Similarity Estimation with Group Deployment Knowledge

Due to the unattended nature and poor security guarantee of the wireless sensor networks (WSNs), adversaries can easily make replicas of compromised nodes, and place them throughout the network to launch various types of attacks. Such an attack is dangerous because it enables the adversaries to cont...

Full description

Bibliographic Details
Main Authors: Chao Ding, Lijun Yang, Meng Wu
Format: Article
Language:English
Published: MDPI AG 2017-01-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/17/1/160
id doaj-f36ed67ccf72455e80e15f7f93738bcd
record_format Article
spelling doaj-f36ed67ccf72455e80e15f7f93738bcd2020-11-25T01:00:59ZengMDPI AGSensors1424-82202017-01-0117116010.3390/s17010160s17010160Localization-Free Detection of Replica Node Attacks in Wireless Sensor Networks Using Similarity Estimation with Group Deployment KnowledgeChao Ding0Lijun Yang1Meng Wu2College of Computer Science, Nanjing University of Posts and Telecommunications; Nanjing 210003, ChinaCollege of Internet of Things, Nanjing University of Posts and Telecommunications; Nanjing 210003, ChinaKey Lab of “Broadband Wireless Communication and Sensor Network Technology” of Ministry of Education, Nanjing University of Posts and Telecommunications; Nanjing 210003, ChinaDue to the unattended nature and poor security guarantee of the wireless sensor networks (WSNs), adversaries can easily make replicas of compromised nodes, and place them throughout the network to launch various types of attacks. Such an attack is dangerous because it enables the adversaries to control large numbers of nodes and extend the damage of attacks to most of the network with quite limited cost. To stop the node replica attack, we propose a location similarity-based detection scheme using deployment knowledge. Compared with prior solutions, our scheme provides extra functionalities that prevent replicas from generating false location claims without deploying resource-consuming localization techniques on the resource-constraint sensor nodes. We evaluate the security performance of our proposal under different attack strategies through heuristic analysis, and show that our scheme achieves secure and robust replica detection by increasing the cost of node replication. Additionally, we evaluate the impact of network environment on the proposed scheme through theoretic analysis and simulation experiments, and indicate that our scheme achieves effectiveness and efficiency with substantially lower communication, computational, and storage overhead than prior works under different situations and attack strategies.http://www.mdpi.com/1424-8220/17/1/160security in wireless sensor networksreplica node detectionlocation similaritydeployment knowledge
collection DOAJ
language English
format Article
sources DOAJ
author Chao Ding
Lijun Yang
Meng Wu
spellingShingle Chao Ding
Lijun Yang
Meng Wu
Localization-Free Detection of Replica Node Attacks in Wireless Sensor Networks Using Similarity Estimation with Group Deployment Knowledge
Sensors
security in wireless sensor networks
replica node detection
location similarity
deployment knowledge
author_facet Chao Ding
Lijun Yang
Meng Wu
author_sort Chao Ding
title Localization-Free Detection of Replica Node Attacks in Wireless Sensor Networks Using Similarity Estimation with Group Deployment Knowledge
title_short Localization-Free Detection of Replica Node Attacks in Wireless Sensor Networks Using Similarity Estimation with Group Deployment Knowledge
title_full Localization-Free Detection of Replica Node Attacks in Wireless Sensor Networks Using Similarity Estimation with Group Deployment Knowledge
title_fullStr Localization-Free Detection of Replica Node Attacks in Wireless Sensor Networks Using Similarity Estimation with Group Deployment Knowledge
title_full_unstemmed Localization-Free Detection of Replica Node Attacks in Wireless Sensor Networks Using Similarity Estimation with Group Deployment Knowledge
title_sort localization-free detection of replica node attacks in wireless sensor networks using similarity estimation with group deployment knowledge
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2017-01-01
description Due to the unattended nature and poor security guarantee of the wireless sensor networks (WSNs), adversaries can easily make replicas of compromised nodes, and place them throughout the network to launch various types of attacks. Such an attack is dangerous because it enables the adversaries to control large numbers of nodes and extend the damage of attacks to most of the network with quite limited cost. To stop the node replica attack, we propose a location similarity-based detection scheme using deployment knowledge. Compared with prior solutions, our scheme provides extra functionalities that prevent replicas from generating false location claims without deploying resource-consuming localization techniques on the resource-constraint sensor nodes. We evaluate the security performance of our proposal under different attack strategies through heuristic analysis, and show that our scheme achieves secure and robust replica detection by increasing the cost of node replication. Additionally, we evaluate the impact of network environment on the proposed scheme through theoretic analysis and simulation experiments, and indicate that our scheme achieves effectiveness and efficiency with substantially lower communication, computational, and storage overhead than prior works under different situations and attack strategies.
topic security in wireless sensor networks
replica node detection
location similarity
deployment knowledge
url http://www.mdpi.com/1424-8220/17/1/160
work_keys_str_mv AT chaoding localizationfreedetectionofreplicanodeattacksinwirelesssensornetworksusingsimilarityestimationwithgroupdeploymentknowledge
AT lijunyang localizationfreedetectionofreplicanodeattacksinwirelesssensornetworksusingsimilarityestimationwithgroupdeploymentknowledge
AT mengwu localizationfreedetectionofreplicanodeattacksinwirelesssensornetworksusingsimilarityestimationwithgroupdeploymentknowledge
_version_ 1725211473432543232