Increasing the Performance of Machine Learning-Based IDSs on an Imbalanced and Up-to-Date Dataset

In recent years, due to the extensive use of the Internet, the number of networked computers has been increasing in our daily lives. Weaknesses of the servers enable hackers to intrude on computers by using not only known but also new attack-types, which are more sophisticated and harder to detect....

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Bibliographic Details
Main Authors: Gozde Karatas, Onder Demir, Ozgur Koray Sahingoz
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
IDS
Online Access:https://ieeexplore.ieee.org/document/8993711/