[HTML][HTML] Scalable privacy-preserving big data aggregation mechanism

D Wu, B Yang, R Wang - Digital Communications and Networks, 2016 - Elsevier
As the massive sensor data generated by large-scale Wireless Sensor Networks (WSNs)
recently become an indispensable part of 'Big Data', the collection, storage, transmission …

Privacy-preserving multimedia big data aggregation in large-scale wireless sensor networks

D Wu, B Yang, H Wang, C Wang, R Wang - ACM Transactions on …, 2016 - dl.acm.org
To preserve the privacy of multimedia big data and achieve the efficient data aggregation in
wireless multimedia sensor networks (WMSNs), a distributed compressed sensing--based …

[HTML][HTML] Privacy-preserving data aggregation in resource-constrained sensor nodes in Internet of Things: A review

I Ali, E Khan, S Sabir - Future Computing and Informatics Journal, 2018 - Elsevier
Privacy problems are lethal and getting more attention than any other issue with the notion
of the Internet of Things (IoT). Since IoT has many application areas including smart home …

A survey on the privacy-preserving data aggregation in wireless sensor networks

J Xu, G Yang, Z Chen, Q Wang - China Communications, 2015 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) consist of a great deal of sensor nodes with limited power,
computation, storage, sensing and communication capabilities. Data aggregation is a very …

[HTML][HTML] Privacy-preserving data aggregation protocols for wireless sensor networks: a survey

R Bista, JW Chang - Sensors, 2010 - mdpi.com
Many wireless sensor network (WSN) applications require privacy-preserving aggregation of
sensor data during transmission from the source nodes to the sink node. In this paper, we …

Privacy-preserving data aggregation in two-tiered wireless sensor networks with mobile nodes

Y Yao, J Liu, NN Xiong - Sensors, 2014 - mdpi.com
Privacy-preserving data aggregation in wireless sensor networks (WSNs) with mobile nodes
is a challenging problem, as an accurate aggregation result should be derived in a privacy …

A secure and efficient privacy-preserving data aggregation algorithm

H Dou, Y Chen, Y Yang, Y Long - Journal of Ambient Intelligence and …, 2022 - Springer
As a significant part of the Internet of things, wireless sensor networks (WSNs) is frequently
implemented in our daily life. Data aggregation in WSNs can realize limited transmission …

Energy-efficient privacy-preserving data aggregation protocols based on slicing

X Liu, J Yu, X Zhang, Q Zhang, C Fu - EURASIP Journal on Wireless …, 2020 - Springer
Wireless sensor networks (WSNs) have become one of the most vigorous techniques in the
network domain. However, the sensor nodes of WSNs tend to become the target of attackers …

Privacy-preserving and energy-efficient continuous data aggregation algorithm in wireless sensor networks

T Wang, X Qin, Y Ding, L Liu, Y Luo - Wireless Personal Communications, 2018 - Springer
Privacy-preserving continuous data aggregation in wireless sensor networks has broad
application prospects, such as environmental monitoring, health care, etc. However, the …

An efficient privacy and integrity preserving data aggregation scheme for multiple applications in wireless sensor networks

Q Zhou, X Qin, G Liu, H Cheng… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
For wireless sensor networks (WSNs), data aggregation is an important method to reduce
the energy consumption. Privacy-integrity preserving data aggregation is one of typical …