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A Survey on different Machine Learning algorithms that are compatible with CSE-CIC IDS 2018 Dataset

Year: 2024

Type: article

Abstract: This paper mainly devotes on these machine learning models: Decision Trees, Naive Bayes, Gradient descent, support vector machine and Random Forest describing different potential threats represented with CSE-CIC-IDS2018 dataset. Multiclass classifications have been included to check which of the machine models will effectively identify and prevent intrusion into the network.

Source: International Journal For Multidisciplinary Research

DOI: 10.36948/ijfmr.2024.v06i06.29927

Authors: Radhika S K -, Ashwini S P -, Dr. Jalesh Kumar -

Language: English

Topic: Network Security and Intrusion Detection

Subfield: Computer Networks and Communications

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W4404187348

FWCI: 0.172

Cites:

Cited by: 1

Related to: 10