GOAMLP: Network Intrusion Detection With Multilayer Perceptron and Grasshopper Optimization Algorithm

GOAMLP: Network Intrusion Detection With Multilayer Perceptron and Grasshopper Optimization Algorithm

In this paper, an intrusion detection system is introduced that uses data mining and machine learning concepts to detect network intrusion patterns. In the proposed method, an artificial neural network (ANN) is used as a learning technique in intrusion detection. The metaheuristic algorithm with the...

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Bibliographic Details
Main Authors: Shadi Moghanian, Farshid Bagheri Saravi, Giti Javidi, Ehsan O. Sheybani
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Network intrusion detection
data mining
machine learning
artificial neural network
multilayer perceptron
swarm-based algorithm
Online Access:https://ieeexplore.ieee.org/document/9272378/

Internet

https://ieeexplore.ieee.org/document/9272378/

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