SPINS: security protocols for sensor networks
Wireless Networks
The cougar approach to in-network query processing in sensor networks
ACM SIGMOD Record
Scalable Fault-Tolerant Aggregation in Large Process Groups
DSN '01 Proceedings of the 2001 International Conference on Dependable Systems and Networks (formerly: FTCS)
Secure Aggregation for Wireless Networks
SAINT-W '03 Proceedings of the 2003 Symposium on Applications and the Internet Workshops (SAINT'03 Workshops)
TAG: a Tiny AGgregation service for ad-hoc sensor networks
ACM SIGOPS Operating Systems Review - OSDI '02: Proceedings of the 5th symposium on Operating systems design and implementation
Impact of Network Density on Data Aggregation in Wireless Sensor Networks
ICDCS '02 Proceedings of the 22 nd International Conference on Distributed Computing Systems (ICDCS'02)
The design of an acquisitional query processor for sensor networks
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
SIA: secure information aggregation in sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Resilient aggregation in sensor networks
Proceedings of the 2nd ACM workshop on Security of ad hoc and sensor networks
Synopsis diffusion for robust aggregation in sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Power-conserving computation of order-statistics over sensor networks
PODS '04 Proceedings of the twenty-third ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Tributaries and deltas: efficient and robust aggregation in sensor network streams
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
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
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
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Energy-efficient secure pattern based data aggregation for wireless sensor networks
Computer Communications
Efficient secure aggregation in sensor networks
HiPC'04 Proceedings of the 11th international conference on High Performance Computing
DoS-resilient secure aggregation queries in sensor networks
Proceedings of the twenty-sixth annual ACM symposium on Principles of distributed computing
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
SIA: Secure information aggregation in sensor networks
Journal of Computer Security - Special Issue on Security of Ad-hoc and Sensor Networks
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
Data Randomization for Lightweight Secure Data Aggregation in Sensor Network
UIC '08 Proceedings of the 5th international conference on Ubiquitous Intelligence and Computing
Efficient security primitives derived from a secure aggregation algorithm
Proceedings of the 15th ACM conference on Computer and communications security
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
Securely computing an approximate median in wireless sensor networks
Proceedings of the 4th international conference on Security and privacy in communication netowrks
Efficient Handling of Adversary Attacks in Aggregation Applications
ESORICS '08 Proceedings of the 13th European Symposium on Research in Computer Security: Computer Security
Security co-existence of wireless sensor networks and RFID for pervasive computing
Computer Communications
Security model and framework for information aggregation in sensor networks
ACM Transactions on Sensor Networks (TOSN)
MVSink: Incrementally Building In-Network Aggregation Trees
EWSN '09 Proceedings of the 6th European Conference on Wireless Sensor Networks
FAIR: fuzzy-based aggregation providing in-network resilience for real-time wireless sensor networks
Proceedings of the second ACM conference on Wireless network security
Efficient and provably secure aggregation of encrypted data in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Achieving Better Privacy Protection in Wireless Sensor Networks Using Trusted Computing
ISPEC '09 Proceedings of the 5th International Conference on Information Security Practice and Experience
Secure outsourced aggregation via one-way chains
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Small synopses for group-by query verification on outsourced data streams
ACM Transactions on Database Systems (TODS)
Secure median computation in wireless sensor networks
Ad Hoc Networks
Secure and highly-available aggregation queries in large-scale sensor networks via set sampling
IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
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 feedback service in wireless sensor networks
ISPEC'07 Proceedings of the 3rd international conference on Information security practice and experience
OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part I
Aggregate message authentication codes
CT-RSA'08 Proceedings of the 2008 The Cryptopgraphers' Track at the RSA conference on Topics in cryptology
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
Trust-aware in-network aggregation for wireless sensor networks
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Securing data aggregation against false data injection in wireless sensor networks
ICACT'10 Proceedings of the 12th international conference on Advanced communication technology
Prisense: privacy-preserving data aggregation in people-centric urban sensing systems
INFOCOM'10 Proceedings of the 29th conference on Information communications
Efficient data structures for tamper-evident logging
SSYM'09 Proceedings of the 18th conference on USENIX security symposium
Adaptive security level for data aggregation in wireless sensor networks
ISWPC'10 Proceedings of the 5th IEEE international conference on Wireless pervasive computing
Towards flexible and secure distributed aggregation
AIMS'10 Proceedings of the Mechanisms for autonomous management of networks and services, and 4th international conference on Autonomous infrastructure, management and security
A security framework for privacy-preserving data aggregation in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Security and privacy in emerging wireless networks
IEEE Wireless Communications
Efficient and optimally secure in-network aggregation in wireless sensor networks
WISA'10 Proceedings of the 11th international conference on Information security applications
Efficient and secure threshold-based event validation for VANETs
Proceedings of the fourth ACM conference on Wireless network security
Anonygator: privacy and integrity preserving data aggregation
Proceedings of the ACM/IFIP/USENIX 11th International Conference on Middleware
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
Congestion lower bounds for secure in-network aggregation
Proceedings of the fifth ACM conference on Security and Privacy in Wireless and Mobile Networks
Secure Distributed Data Aggregation
Foundations and Trends in Databases
SAC'11 Proceedings of the 18th international conference on Selected Areas in Cryptography
Foisting and stealing of keys in sensor networks
EWSN'12 Proceedings of the 9th European conference on Wireless Sensor Networks
Energy efficient authentication strategies for network coding
Concurrency and Computation: Practice & Experience
Practical private information aggregation in large networks
NordSec'10 Proceedings of the 15th Nordic conference on Information Security Technology for Applications
On the optimal allocation of adversarial resources
Proceedings of the first ACM international workshop on Mission-oriented wireless sensor networking
Efficient data aggregation with in-network integrity control for WSN
Journal of Parallel and Distributed Computing
People-centric sensing in assistive healthcare: Privacy challenges and directions
Security and Communication Networks
MAC aggregation with message multiplicity
SCN'12 Proceedings of the 8th international conference on Security and Cryptography for Networks
End-to-end aggregate authentication of time-series data
Proceedings of the first ACM workshop on Asia public-key cryptography
Secure and energy-efficient data aggregation for wireless sensor networks
International Journal of Mobile Network Design and Innovation
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In-network aggregation is an essential primitive for performing queries on sensor network data. However, most aggregation algorithms assume that all intermediate nodes are trusted. In contrast, the standard threat model in sensor network security assumes that an attacker may control a fraction of the nodes, which may misbehave in an arbitrary (Byzantine) manner.We present the first algorithm for provably secure hierarchical in-network data aggregation. Our algorithm is guaranteed to detect any manipulation of the aggregate by the adversary beyond what is achievable through direct injection of data values at compromised nodes. In other words, the adversary can never gain any advantage from misrepresenting intermediate aggregation computations. Our algorithm incurs only O(Δ log2 n) node congestion, supports arbitrary tree-based aggregator topologies and retains its resistance against aggregation manipulation in the presence of arbitrary numbers of malicious nodes. The main algorithm is based on performing the sum aggregation securely by first forcing the adversary to commit to its choice of intermediate aggregation results, and then having the sensor nodes independently verify that their contributions to the aggregate are correctly incorporated. We show how to reduce secure median, count, and average to this primitive.