Matching events in a content-based subscription system
Proceedings of the eighteenth annual ACM symposium on Principles of distributed computing
Filtering algorithms and implementation for very fast publish/subscribe systems
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Design and evaluation of a wide-area event notification service
ACM Transactions on Computer Systems (TOCS)
Engineering Event-Based Systems with Scopes
ECOOP '02 Proceedings of the 16th European Conference on Object-Oriented Programming
Hermes: A Distributed Event-Based Middleware Architecture
ICDCSW '02 Proceedings of the 22nd International Conference on Distributed Computing Systems
Security Issues and Requirements for Internet-Scale Publish-Subscribe Systems
HICSS '02 Proceedings of the 35th Annual Hawaii International Conference on System Sciences (HICSS'02)-Volume 9 - Volume 9
An Efficient Multicast Protocol for Content-Based Publish-Subscribe Systems
ICDCS '99 Proceedings of the 19th IEEE International Conference on Distributed Computing Systems
A taxonomy of DDoS attack and DDoS defense mechanisms
ACM SIGCOMM Computer Communication Review
MEDYM: Match-Early and Dynamic Multicast for Content-Based Publish-Subscribe Service Networks
ICDCSW '05 Proceedings of the Fourth International Workshop on Distributed Event-Based Systems (DEBS) (ICDCSW'05) - Volume 04
Securing publish-subscribe overlay services with EventGuard
Proceedings of the 12th ACM conference on Computer and communications security
Inferring Internet denial-of-service activity
ACM Transactions on Computer Systems (TOCS)
PastryStrings: A Comprehensive Content-Based Publish/Subscribe DHT Network
ICDCS '06 Proceedings of the 26th IEEE International Conference on Distributed Computing Systems
Reducing Latency in Rendezvous-Based Publish-Subscribe Systems for Wireless Ad Hoc Networks
ICDCSW '06 Proceedings of the 26th IEEE International ConferenceWorkshops on Distributed Computing Systems
Towards a secure rendezvous network for future publish/subscribe architectures
FIS'10 Proceedings of the Third future internet conference on Future internet
Security and privacy issues for the network of the future
Security and Communication Networks
Interconnecting Federated Clouds by Using Publish-Subscribe Service
Cluster Computing
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Denial of Service (DoS) attacks continue to affect the availability of critical systems on the Internet. The existing DoS problem is enough to merit significant research dedicated to analyzing and classifying DoS attacks in the Internet context. However, no such research exists for DoS attacks in the domain of Content-based Publish/Subscribe (CPS) systems despite CPS being at the forefront of business process execution, application integration, and event processing applications. This can be attributed to the lack of structure and understanding of key issues in the area of DoS in CPS systems. In this paper, we propose to address these problems by presenting a taxonomy for classifying DoS characteristics and concerns new to CPS systems. Our taxonomy is motivated by a number of experimental results that were obtained using our CPS middleware implementation and that highlight fundamental DoS concerns in this domain. Finally, we discuss some example DoS attacks in detail with respect to our taxonomy and experimental results. We find that localization, message content complexity, and filter statefulness are the key CPS characteristics to consider when designing DoS resilient CPS systems.