CHESDA: continuous hybrid and energy-efficient secure data aggregation for WSN

被引:0
作者
R. Hajian
S. H. Erfani
机构
[1] Islamic Azad University,Department of Information Technology Engineering, South Tehran Branch
[2] Islamic Azad University,Department of Computer, South Tehran Branch
来源
The Journal of Supercomputing | 2021年 / 77卷
关键词
Wireless sensor network (WSN); Secure data aggregation; Real-time networks; Temporal-spatial correlation; Fuzzy logic; Authentication; GNY logic;
D O I
暂无
中图分类号
学科分类号
摘要
Data aggregation is an effective mechanism to prolong lifetime in the wireless sensor networks by preventing extra data transmission. However, it may have some adverse effects on accuracy, confidentiality, delay, and privacy preserving. Sensing nodes tends to trade-off between energy demand and security issue. Data can be filtered by temporal correlation of sensory data, and thus, network traffic is controlled. Furthermore, data transmission via unnecessary nodes can be controlled by spatial correlation of sensing devices. This, in turn, prolongs network lifetime. CBDA algorithm was proposed by Hu et al. as a technique based on tree and chain formation and slice-mixing. However, we showed the proposed scheme was vulnerable to stolen key set attack and failed to provide forward secrecy. This has been fixed in proposed key distribution and agreement scheme. In this paper, we propose a continuous hybrid and energy-efficient secure data aggregation (CHESDA) algorithm that trades off between privacy preserving, data integrity, communication overload, delay and accuracy and then chooses the best scenario based on application and importance of the parameters. Here, privacy preserving is maintained by slice-mixing technique. Fuzzy logic is applied to choose optimal slicing in each subtree, and GNY logic is utilized to verify key authentication scheme. Results of analysis and simulations indicate that CHESDA, compared to PECDA and SMART, is more energy-efficient and highly secure with lower communication overhead.
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页码:5045 / 5075
页数:30
相关论文
共 81 条
[1]  
Haseeb K(2020)LSDAR: a light-weight structure based data aggregation routing protocol with secure internet of things integrated next-generation sensor networks Sustain Cities Soc 54 101995-193
[2]  
Islam N(2018)Energy-efficient adaptive slice-based secure data aggregation scheme in WSN Procedia Comput Sci 129 188-2037
[3]  
Saba T(2020)Data aggregation algorithms for wireless sensor network: a review Ad Hoc Netw 100 102083-271
[4]  
Rehman A(2009)Secure data aggregation in wireless sensor networks: a comprehensive overview Comput Netw 53 2022-21
[5]  
Mehmood Z(2020)Query privacy preserving for data aggregation in wireless sensor networks Wirel Commun Mob Comput 2020 9754973-21
[6]  
Hua P(1989)A logic of authentication Proc R Soc Lond A Math Phys Sci 426 233-116
[7]  
Liu X(2018)Secure data aggregation techniques for wireless sensor networks: a review Arch Comput Methods Eng 8 1-240
[8]  
Yu J(2019)A survey on data aggregation techniques in IoT sensor networks Wirel Netw 26 1-684
[9]  
Dang N(2013)Secure and energy-efficient data aggregation with malicious aggregator identification in wireless sensor networks Future Gener Comput Syst 37 108-3629
[10]  
Zhang X(2011)PDA: privacy-preserving data aggregation for information collection ACM Trans Sens Netw (TOSN) 8 6-1693