A Survey on different Machine Learning algorithms that are compatible with CSE-CIC IDS 2018 Dataset
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.
Authors
- S. Radhika (ORCID: https://orcid.org/0009-0007-7913-3226)
- S. Ashwini
- J Senthil Kumar
Publication Details
- Journal
- International Journal For Multidisciplinary Research
- Published
- 2024-11-05
- DOI
- https://doi.org/10.36948/ijfmr.2024.v06i06.29927
- Citations
- 1
- Primary Topic
- Artificial Intelligence in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.71