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Online Intrusion Scenario Discovery and Prediction Based on Hierarchical Temporal Memory (HTM)

With the development of intrusion detection, a number of the intelligence algorithms (e.g., artificial neural networks) are introduced to enhance the performance of the intrusion detection systems. However, many intelligence algorithms should be trained before being used, and retrained regularly, wh...

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Main Authors: Kai Zhang, Fei Zhao, Shoushan Luo, Yang Xin, Hongliang Zhu, Yuling Chen
Format: Artigo
Language:Inglês
Published: MDPI AG 2020-04-01
Series:Applied Sciences
Subjects:
intrusion detection
intrusion scenario discovery
attack prediction
correlation analysis
IDS alerts
HTM
Online Access:https://www.mdpi.com/2076-3417/10/7/2596
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