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
A survey of homomorphic encryption for nonspecialists
EURASIP Journal on Information Security
An efficient integrity-preserving scheme for hierarchical sensor aggregation
WiSec '08 Proceedings of the first ACM conference on Wireless network security
A secure and resilient WSN roadside architecture for intelligent transport systems
WiSec '08 Proceedings of the first ACM conference on Wireless network security
SDAP: A Secure Hop-by-Hop Data Aggregation Protocol for Sensor Networks
ACM Transactions on Information and System Security (TISSEC)
Secure data aggregation in wireless sensor network: a survey
AISC '08 Proceedings of the sixth Australasian conference on Information security - Volume 81
SpringSim '07 Proceedings of the 2007 spring simulaiton multiconference - Volume 1
Secure aggregation in a publish-subscribe system
Proceedings of the 7th ACM workshop on Privacy in the electronic society
Relaxed authenticity for data aggregation in wireless sensor networks
Proceedings of the 4th international conference on Security and privacy in communication netowrks
Security model and framework for information aggregation in sensor networks
ACM Transactions on Sensor Networks (TOSN)
Efficient and provably secure aggregation of encrypted data in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Distributed data source verification in wireless sensor networks
Information Fusion
Secure data aggregation in wireless sensor networks: A comprehensive overview
Computer Networks: The International Journal of Computer and Telecommunications Networking
HICCUPS: health information collaborative collection using privacy and security
Proceedings of the first ACM workshop on Security and privacy in medical and home-care systems
Secure hierarchical data aggregation in wireless sensor networks
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
Opportunistic sensing: security challenges for the new paradigm
COMSNETS'09 Proceedings of the First international conference on COMmunication Systems And NETworks
Secure data aggregation with multiple encryption
EWSN'07 Proceedings of the 4th European conference on Wireless sensor networks
Secure feedback service in wireless sensor networks
ISPEC'07 Proceedings of the 3rd international conference on Information security practice and experience
Secure and efficient data storage in unattended wireless sensor networks
NTMS'09 Proceedings of the 3rd international conference on New technologies, mobility and security
Provably secure framework for information aggregation in sensor networks
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
Prisense: privacy-preserving data aggregation in people-centric urban sensing systems
INFOCOM'10 Proceedings of the 29th conference on Information communications
WD'09 Proceedings of the 2nd IFIP conference on Wireless days
Group-based key management for mobile sensor networks
Sarnoff'10 Proceedings of the 33rd IEEE conference on Sarnoff
Privacy-aware regression modeling of participatory sensing data
Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems
Privacy preserving video surveillance using pedestrian tracking mechanism
Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence
A security framework for privacy-preserving data aggregation in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Energy-efficient and high-accuracy secure data aggregation in wireless sensor networks
Computer Communications
Efficient and optimally secure in-network aggregation in wireless sensor networks
WISA'10 Proceedings of the 11th international conference on Information security applications
REBIVE: a reliable private data aggregation scheme for wireless sensor networks
Proceedings of the 2011 ACM Symposium on Applied Computing
Integrity protecting hierarchical concealed data aggregation for wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Discrete logarithm based additively homomorphic encryption and secure data aggregation
Information Sciences: an International Journal
PDA: Privacy-Preserving Data Aggregation for Information Collection
ACM Transactions on Sensor Networks (TOSN)
Preserving privacy in wireless sensor networks using reliable data aggregation
ACM SIGAPP Applied Computing Review
I have a DREAM!: differentially private smart metering
IH'11 Proceedings of the 13th international conference on Information hiding
DyDAP: A dynamic data aggregation scheme for privacy aware wireless sensor networks
Journal of Systems and Software
Data obfuscation with network coding
Computer Communications
Robust watermarking of compressed JPEG images in encrypted domain
Transactions on data hiding and multimedia security VI
ICA3PP'11 Proceedings of the 11th international conference on Algorithms and architectures for parallel processing - Volume Part I
A taxonomy of secure data aggregation in wireless sensor networks
International Journal of Communication Networks and Distributed Systems
Aggregation queries in the database-as-a-service model
DBSEC'06 Proceedings of the 20th IFIP WG 11.3 working conference on Data and Applications Security
Secure overlays: making static key distribution schemes work with mobile base stations in WSNs
WWIC'10 Proceedings of the 8th international conference on Wired/Wireless Internet Communications
Discrete-Log-Based additively homomorphic encryption and secure WSN data aggregation
ICICS'09 Proceedings of the 11th international conference on Information and Communications Security
Secure Distributed Data Aggregation
Foundations and Trends in Databases
Asymmetric homomorphisms for secure aggregation in heterogeneous scenarios
Information Fusion
Survey Secure and reliable clustering in wireless sensor networks: A critical survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
Efficient data aggregation with in-network integrity control for WSN
Journal of Parallel and Distributed Computing
Private computation of spatial and temporal power consumption with smart meters
ACNS'12 Proceedings of the 10th international conference on Applied Cryptography and Network Security
On the privacy of concealed data aggregation
ESORICS'07 Proceedings of the 12th European conference on Research in Computer Security
Secure multiparty aggregation with differential privacy: a comparative study
Proceedings of the Joint EDBT/ICDT 2013 Workshops
Application and analysis of multidimensional negative surveys in participatory sensing applications
Pervasive and Mobile Computing
Energy-efficient data dissemination using beamforming in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
MrCrypt: static analysis for secure cloud computations
Proceedings of the 2013 ACM SIGPLAN international conference on Object oriented programming systems languages & applications
Lossy data aggregation integrity scheme in wireless sensor networks
Computers and Electrical Engineering
DARE: evaluating Data Accuracy using node REputation
Computer Networks: The International Journal of Computer and Telecommunications Networking
A privacy-friendly architecture for future cloud computing
International Journal of Grid and Utility Computing
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Wireless sensor networks (WSNs) are ad-hoc networks composed of tiny devices with limited computation and energy capacities. For such devices, data transmission is a very energy-consuming operation. It thus becomes essential to the lifetime of a WSN to minimize the number of bits sent by each device. One wellknown approach is to aggregate sensor data (e.g., by adding) along the path from sensors to the sink. Aggregation becomes especially challenging if end-to-end privacy between sensors and the sink is required. In this paper, we propose a simple and provably secure additively homomorphic stream cipher that allows ef- ficient aggregation of encrypted data. The new cipher only uses modular additions (with very small moduli) and is therefore very well suited for CPU-constrained devices. We show that aggregation based on this cipher can be used to eficiently compute statistical values such as mean, variance and standard deviation of sensed data, while achieving signi?cant bandwidth gain.