notesum.ai

Published at December 4

Convolutional Neural Networks and Mixture of Experts for Intrusion Detection in 5G Networks and beyond

cs.LG

Released Date: December 4, 2024

Authors: Loukas Ilias¹, George Doukas¹, Vangelis Lamprou¹, Christos Ntanos¹, Dimitris Askounis¹

Aff.: ¹National Technical University of Athens

Arxiv: http://arxiv.org/pdf/2412.03483v1

Refer to caption

Class	Accuracy	Precision	Recall	F1 Score
Benign	0.99958	0.99996	0.99993	0.99995
SYN Scan		0.99888	0.99713	0.99800
TCP Connect Scan		0.99975	0.99950	0.99963
UDP Scan		0.99702	0.99890	0.99796
ICPM flood		1.0	1.0	1.0
UDP flood		1.0	1.0	1.0
SYN flood		0.99846	0.99949	0.99897
HTTP flood		0.99793	0.99922	0.99857
Slow rate DoS		0.99849	0.99621	0.99735