Self-Organizing Map (SOM), one of data mining techniques, has been used as a tool to detect DoS attacks. However, existing SOM-based approaches have the ...
To monitor all traffics coming through the multiple gateways and detect DoS attacks, each of the gateways has to send the information for reorganizing the SOM.
Abstract: Self-Organizing Map (SOM), one of data mining techniques, has been used as a tool to detect DoS attacks. However, existing SOM-based approaches ...
Self-Organizing Map. (SOM), one of unsupervised learning mechanisms, has been used as a tool to detect DoS attacks. However, existing SOM- based approaches have ...
Oct 22, 2024 · Self-Organizing Map (SOM), one of unsupervised learning mechanisms, has been used as a tool to detect DoS attacks. However, existing SOM-based ...
Oct 22, 2024 · In this paper, the Self-Organizing Map (SOM) method and Learning Vector Quantization (LVQ) are used for DDoS attack detection in SDN with ...
In this paper, the Self-Organizing Map (SOM) method and Learning Vector Quantization (LVQ) are used for DDoS attack detection in SDN with distributed ...
In this paper, a Rival-Model Penalized Self-Organizing Map (RMP-SOM) enforced DDoS Attack Prevention Mechanism is proposed for the remarkable prevention of DDoS ...
Jun 20, 2021 · The purpose of this paper is to propose a DDoS attack detection and defense mechanism based on the Self-Organizing Mapping (SOM) under SDN environment.
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In this chapter, a flexible method is presented, capable of effectively tackling and overcoming the challenge of DoS (and distributed DoS) attacks using a ...