An Efficient Support Vector Machine Algorithm Based Network Outlier Detection System

An Efficient Support Vector Machine Algorithm Based Network Outlier Detection System

With the increase of cyber-attacks and security threats in the recent decade, it is necessary to safeguard sensitive data and provide robust protection to information systems and computer networks. In this paper, an anomaly-based network outlier detection system (NODS) is proposed and optimized to c...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Omar Alghushairy, Raed Alsini, Zakhriya Alhassan, Abdulrahman A. Alshdadi, Ameen Banjar, Ayman Yafoz, Xiaogang Ma
स्वरूप: लेख
भाषा:English
प्रकाशित: IEEE 2024-01-01
श्रृंखला:IEEE Access
विषय:
Outlier detection
NSL-KDD
CICIDS2017
features normalization
features selection
support vector machine
ऑनलाइन पहुंच:https://ieeexplore.ieee.org/document/10430184/

इंटरनेट

https://ieeexplore.ieee.org/document/10430184/

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