Research on Network Security Situation Awareness Based on the LSTM-DT Model

Research on Network Security Situation Awareness Based on the LSTM-DT Model

To better understand the behavior of attackers and describe the network state, we construct an LSTM-DT model for network security situation awareness, which provides risk assessment indicators and quantitative methods. This paper introduces the concept of attack probability, making prediction result...

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Bibliographic Details
Main Authors: Haofang Zhang, Chunying Kang, Yao Xiao
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
network security situation assessment
analytic hierarchy process
stack sparse auto-encoder
long short-term memory network
decision tree
Online Access:https://www.mdpi.com/1424-8220/21/14/4788

Internet

https://www.mdpi.com/1424-8220/21/14/4788

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