A method for obtaining digital signatures and public-key cryptosystems
Communications of the ACM
Wireless sensor networks for habitat monitoring
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
SPINS: security protocols for sensor networks
Wireless Networks
The Impact of Data Aggregation in Wireless Sensor Networks
ICDCSW '02 Proceedings of the 22nd International Conference on Distributed Computing Systems
A Provably Secure Additive and Multiplicative Privacy Homomorphism
ISC '02 Proceedings of the 5th International Conference on Information Security
Secure Aggregation for Wireless Networks
SAINT-W '03 Proceedings of the 2003 Symposium on Applications and the Internet Workshops (SAINT'03 Workshops)
SIA: secure information aggregation in sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Ad Hoc Wireless Networks: Architectures and Protocols
Ad Hoc Wireless Networks: Architectures and Protocols
Resilient aggregation in sensor networks
Proceedings of the 2nd ACM workshop on Security of ad hoc and sensor networks
Evaluation of Security Mechanisms in Wireless Sensor Networks
ICW '05 Proceedings of the 2005 Systems Communications
E.cient Aggregation of encrypted data in Wireless Sensor Networks
MOBIQUITOUS '05 Proceedings of the The Second Annual International Conference on Mobile and Ubiquitous Systems: Networking and Services
Achieving Real-Time Target Tracking UsingWireless Sensor Networks
RTAS '06 Proceedings of the 12th IEEE Real-Time and Embedded Technology and Applications Symposium
SDAP: a secure hop-by-Hop data aggregation protocol for sensor networks
Proceedings of the 7th ACM international symposium on Mobile ad hoc networking and computing
IEEE Transactions on Mobile Computing
Secure hierarchical in-network aggregation in sensor networks
Proceedings of the 13th ACM conference on Computer and communications security
Secure Data Aggregation in Wireless Sensor Networks: A Survey
PDCAT '06 Proceedings of the Seventh International Conference on Parallel and Distributed Computing, Applications and Technologies
Efficient secure aggregation in sensor networks
HiPC'04 Proceedings of the 11th international conference on High Performance Computing
Designing secure sensor networks
IEEE Wireless Communications
Securing data aggregation against false data injection in wireless sensor networks
ICACT'10 Proceedings of the 12th international conference on Advanced communication technology
Reliable telemetry in white spaces using remote attestation
Proceedings of the 27th Annual Computer Security Applications Conference
A taxonomy of secure data aggregation in wireless sensor networks
International Journal of Communication Networks and Distributed Systems
Mitigating On-Off attacks in reputation-based secure data aggregation for wireless sensor networks
Security and Communication Networks
Multisensor data fusion: A review of the state-of-the-art
Information Fusion
Compression in wireless sensor networks: A survey and comparative evaluation
ACM Transactions on Sensor Networks (TOSN)
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Recent advances in wireless sensor networks (WSNs) have led to many new promising applications including habitat monitoring and target tracking. However, data communication between nodes consumes a large portion of the total energy consumption of the WSNs. Consequently, data aggregation techniques can greatly help to reduce the energy consumption by eliminating redundant data traveling back to the base station. The security issues such as data integrity, confidentiality, and freshness in data aggregation become crucial when the WSN is deployed in a remote or hostile environment where sensors are prone to node failures and compromises. There is currently research potential in securing data aggregation in the WSN. With this in mind, the security issues in data aggregation for the WSN will be discussed in this paper. Then, the adversarial model that can be used in any aggregation scheme will be explained. After that, the "state-of-the-art" proposed secure data aggregation schemes will be surveyed and then classified into two categories based on the number of aggregator nodes and the existence of the verification phase. Finally, a conceptual framework will be proposed to provide new designs with the minimum security requirements against certain type of adversary. This framework gives a better understanding of those schemes and facilitates the evaluation process.