Peer-to-Peer Membership Management for Gossip-Based Protocols
IEEE Transactions on Computers
PIC: Practical Internet Coordinates for Distance Estimation
ICDCS '04 Proceedings of the 24th International Conference on Distributed Computing Systems (ICDCS'04)
Distributed Computing: Fundamentals, Simulations and Advanced Topics
Distributed Computing: Fundamentals, Simulations and Advanced Topics
Compact routing on euclidian metrics
Proceedings of the twenty-third annual ACM symposium on Principles of distributed computing
Vivaldi: a decentralized network coordinate system
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
Secure routing for structured peer-to-peer overlay networks
OSDI '02 Proceedings of the 5th symposium on Operating systems design and implementationCopyright restrictions prevent ACM from being able to make the PDFs for this conference available for downloading
Estimating network proximity and latency
ACM SIGCOMM Computer Communication Review
On suitability of Euclidean embedding of internet hosts
SIGMETRICS '06/Performance '06 Proceedings of the joint international conference on Measurement and modeling of computer systems
Stable and Accurate Network Coordinates
ICDCS '06 Proceedings of the 26th IEEE International Conference on Distributed Computing Systems
Real attacks on virtual networks: Vivaldi out of tune
Proceedings of the 2006 SIGCOMM workshop on Large-scale attack defense
Latency and player actions in online games
Communications of the ACM - Entertainment networking
Measurement based analysis, modeling, and synthesis of the internet delay space
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
A network positioning system for the internet
ATEC '04 Proceedings of the annual conference on USENIX Annual Technical Conference
Securing internet coordinate embedding systems
Proceedings of the 2007 conference on Applications, technologies, architectures, and protocols for computer communications
Towards network triangle inequality violation aware distributed systems
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
On the accuracy of decentralized virtual coordinate systems in adversarial networks
Proceedings of the 14th ACM conference on Computer and communications security
Brahms: byzantine resilient random membership sampling
Proceedings of the twenty-seventh ACM symposium on Principles of distributed computing
Distributed algorithms for stable and secure network coordinates
Proceedings of the 8th ACM SIGCOMM conference on Internet measurement
Where Is My Peer? Evaluation of the Vivaldi Network Coordinate System in Azureus
NETWORKING '09 Proceedings of the 8th International IFIP-TC 6 Networking Conference
Matchmaking for online games and other latency-sensitive P2P systems
Proceedings of the ACM SIGCOMM 2009 conference on Data communication
Triangle inequality variations in the internet
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
A reputation-based approach for securing vivaldi embedding system
EUNICE'07 Proceedings of the 13th open European summer school and IFIP TC6.6 conference on Dependable and adaptable networks and services
DONAR: decentralized server selection for cloud services
Proceedings of the ACM SIGCOMM 2010 conference
Veracity: practical secure network coordinates via vote-based agreements
USENIX'09 Proceedings of the 2009 conference on USENIX Annual technical conference
Taming the triangle inequality violations with network coordinate system on real internet
Proceedings of the Re-Architecting the Internet Workshop
Network coordinates in the wild
NSDI'07 Proceedings of the 4th USENIX conference on Networked systems design & implementation
Switchboard: a matchmaking system for multiplayer mobile games
MobiSys '11 Proceedings of the 9th international conference on Mobile systems, applications, and services
Pomelo: accurate and decentralized shortest-path distance estimation in social graphs
Proceedings of the ACM SIGCOMM 2011 conference
The Frog-Boiling Attack: Limitations of Secure Network Coordinate Systems
ACM Transactions on Information and System Security (TISSEC)
Internet routing policies and round-trip-times
PAM'05 Proceedings of the 6th international conference on Passive and Active Network Measurement
Network distance prediction based on decentralized matrix factorization
NETWORKING'10 Proceedings of the 9th IFIP TC 6 international conference on Networking
IDES: An Internet Distance Estimation Service for Large Networks
IEEE Journal on Selected Areas in Communications
CloudGPS: a scalable and ISP-friendly server selection scheme in cloud computing environments
Proceedings of the 2012 IEEE 20th International Workshop on Quality of Service
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While network coordinate (NC) systems provide scalable Internet distance estimation service and are useful for various Internet applications, decentralized, matrix factorization-based NC (MFNC) systems have received particular attention recently. They can serve large-scale distributed applications (as opposed to centralized NC systems) and do not need to assume triangle inequality (as opposed to Euclidean-based NC systems). However, because of their decentralized nature, MFNC systems are vulnerable to various malicious attacks. In this paper, we provide the first study on attacks toward MFNC systems, and propose a decentralized trust and reputation approach, called NCShield, to counter such attacks. Different from previous approaches, our approach is able to distinguish between legitimate distance variations and malicious distance alterations. Using four representative data sets from the Internet, we show that NCShield can defend against attacks with high accuracy. For example, when selecting node pairs with a shorter distance than a predefined threshold in an online game scenario, even if 30% nodes are malicious, NCShield can reduce the false positive rate from 45.5% to 3.7%.