A Gated Recurrent Unit Deep Learning Model to Detect and Mitigate Distributed Denial of Service and Portscan Attacks

A Gated Recurrent Unit Deep Learning Model to Detect and Mitigate Distributed Denial of Service and Portscan Attacks

Nowadays, it is common for applications to require servers to run constantly and aim as close as possible to zero downtime. The slightest failure might cause significant financial losses and sometimes even lives. For this reason, security and management measures against network threats are fundament...

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Bibliographic Details
Main Authors: Daniel M. Brandao Lent, Matheus P. Novaes, Luiz F. Carvalho, Jaime Lloret, Joel J. P. C. Rodrigues, Mario Lemes Proenca
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Anomaly detection
deep learning
fuzzy logic
gated recurrent unit
software-defined networks
Online Access:https://ieeexplore.ieee.org/document/9826720/

Internet

https://ieeexplore.ieee.org/document/9826720/

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