Pick Quality Over Quantity: Expert Feature Selection and Data Preprocessing for 802.11 Intrusion Detection Systems

Pick Quality Over Quantity: Expert Feature Selection and Data Preprocessing for 802.11 Intrusion Detection Systems

Wi-Fi is arguably the most proliferated wireless technology today. Due to its massive adoption, Wi-Fi deployments always remain in the epicenter of attackers and evildoers. Surprisingly, research regarding machine learning driven intrusion detection systems (IDS) that are specifically optimized to d...

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Bibliographic Details
Main Authors: Efstratios Chatzoglou, Georgios Kambourakis, Constantinos Kolias, Christos Smiliotopoulos
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Intrusion detection
WiFi
80211
machine learning
deep learning
dataset
Online Access:https://ieeexplore.ieee.org/document/9797689/

Internet

https://ieeexplore.ieee.org/document/9797689/

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