J. Drobisz and K.J. Christensen, "Adaptive sampling methods to determine network tra#c statistics including the Hurst parameter," in Proc. IEEE Annual Conference on Local Computer Networks, 1998, pp. 238--247. Home/Search Document Details and Download
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....Work 2.1 Anomaly detection Intrusion detection has been a very active research area. Many traffic monitoring and ID systems have been developed to detect the faint signs of malicious activities, such as a low frequency scanning of the vulnerable ports, using relatively sophisticated computations [22, 40, 41, 42]. Lee and Stolfo [44] propose to use data mining techniques to discover consistent and useful patterns of system features that describe program and user behavior and then use the set of relevant system features to compute a classifier that can recognize anomalies and known intrusions. Their ....
Jack Drobisz and Kenneth J. Christensen, "Adaptive sampling methods to determine network traffic statistics including the hurst parameter," in Proceedings of LCN'98, October 1998, pp. 238-247.
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....as the assessment targets for their study. systematic: stratified random: simple random: take first member of each of buckets take a random member out of each of buckets take random members out of the whole set n n n Figure 1: Schematic of Three Sampling Algorithms Drobisz Christensen [3] look at adaptive sampling methods instead of static ones. They develop methods to overcome the shortcomings of static sampling, viz. under utilization of network management processor and inaccurate trac measurement. They also characterize the network trac by packet origin and estimate the self ....
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J. Drobisz and K.J. Christensen, "Adaptive sampling methods to determine network tra#c statistics including the Hurst parameter," in Proc. IEEE Annual Conference on Local Computer Networks, 1998, pp. 238--247.
Inverting Sampled Traffic - Hohn, Veitch (2003) (7 citations) (Correct)
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J. Drobisz and K.J. Christensen, "Adaptive sampling methods to determine network tra#c statistics including the Hurst parameter," in Proc. IEEE Annual Conference on Local Computer Networks, 1998, pp. 238--247.
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