Profiling internet backbone traffic: behavior models and applications
Proceedings of the 2005 conference on Applications, technologies, architectures, and protocols for computer communications
Mining anomalies using traffic feature distributions
Proceedings of the 2005 conference on Applications, technologies, architectures, and protocols for computer communications
Is sampled data sufficient for anomaly detection?
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
Counter braids: a novel counter architecture for per-flow measurement
SIGMETRICS '08 Proceedings of the 2008 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Effective discovery of attacks using entropy of packet dynamics
IEEE Network: The Magazine of Global Internetworking
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This paper deals with hardware acceleration of entropy computation. Various entropies are computed from network features and their mutual combinations. The precomputation allows to offload entropy computation to metering points where it can be computed using unsampled data.