Tabular Interpolation Approach Based on Stable Random Projection for Estimating Empirical Entropy of High-Speed Network Traffic

Tabular Interpolation Approach Based on Stable Random Projection for Estimating Empirical Entropy of High-Speed Network Traffic

The empirical entropy of the network flow attributes is an essential measure for identifying anomalous network traffic. However, computing the exact entropy values for high-speed networks in real-time is computationally expensive. Accordingly, the present study replaces the complex computations of e...

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Bibliographic Details
Main Authors: Yu-Kuen Lai, Cheng-Lin Tsai, Cheng-Han Chuang, Xiu-Wen Ku, Jim Hao Chen
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Empirical entropy
tabulation
stable random projection
programmable data plane
P4
FPGA
Online Access:https://ieeexplore.ieee.org/document/9904580/

Internet

https://ieeexplore.ieee.org/document/9904580/

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