A Comparative Study of Two-Stage Intrusion Detection Using Modern Machine Learning Approaches on the CSE-CIC-IDS2018 Dataset

Intrusion detection is a critical component of cybersecurity, enabling timely identification and mitigation of network threats. This study proposes a novel two-stage intrusion detection framework using the CSE-CIC-IDS2018 dataset, a comprehensive and realistic benchmark for network traffic analysis....

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Bibliographic Details
Main Author: Isuru Udayangani Hewapathirana
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Knowledge
Subjects:
Online Access:https://www.mdpi.com/2673-9585/5/1/6
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