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A Supervised Machine Learning-based Solution for Efficient Network Intrusion Detection Using Ensemble Learning Based on Hyperparameter Optimization by Arindam Sarkar; Hanjabam Saratchandra Sharma; Moirangthem Marjit Singh is a Computer Science article available to read on EtoBox.

What is A Supervised Machine Learning-based Solution for Efficient Network Intrusion Detection Using Ensemble Learning Based on Hyperparameter Optimization about?

algorithms' predictions are integrated by increasing their weights. On the NSL-KDD dataset, this approach has a high accuracy of 87.63% and a low FPR of 1.68%. Keywords Intrusion Detection (ID) • Neural Network • R2L (Root to Local attacks) • U2R (User to Root attack) \* Arindam Sarkar

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Author

Arindam Sarkar; Hanjabam Saratchandra Sharma; Moirangthem Marjit Singh

Publisher

Springer Science and Business Media LLC

Published

2022

Language

EN

Field

Computer Science (Physical Sciences)