SMOTE Variants for Data Balancing in Intrusion Detection System Using Machine Learning-Reference-Cited by-同舟云学术

SMOTE Variants for Data Balancing in Intrusion Detection System Using Machine Learning

Published:2023 Issue: Volume: Page:317-330
ISSN:1876-1100
Container-title:Lecture Notes in Electrical Engineering
language:
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Author:

Sams Aafiya Banu S.,Gopika B.,Esakki Rajan E.,Ramkumar M. P.,Mahalakshmi M.,Emil Selvan G. S. R.

Publisher

Springer Nature Singapore

Link

https://link.springer.com/content/pdf/10.1007/978-981-99-0047-3_28

Reference29 articles.

1. Abid Salih A, Abdulazeez AM (2021) Evaluation of classification algorithms for intrusion detection system: a review. J Soft Comput Data Mining 2(1):31–40

2. Iman AN, Ahmad T (2020) Improving intrusion detection system by estimating parameters of random forest in Boruta. In: 2020 international conference on smart technology and applications (ICoSTA). IEEE, pp 1–6

3. Gu J, Lu S (2021) An effective intrusion detection approach using SVM with naïve Bayes feature embedding. Comput Secur 103:102158

4. Kumari A, Mehta AK (2020) A hybrid intrusion detection system based on decision tree and support vector machine. In: 2020 IEEE 5th international conference on computing communication and automation (ICCCA). IEEE, pp 396–400

5. Sah G, Banerjee S (2020) Feature reduction and classifications techniques for intrusion detection system. In: 2020 international conference on communication and signal processing (ICCSP). IEEE, pp 1543–1547

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