An effective networks intrusion detection approach based on hybrid Harris Hawks and multi-layer perceptron

This paper proposes an Intrusion Detection System (IDS) employing the Harris Hawks Optimization algorithm (HHO) to optimize Multilayer Perceptron learning by optimizing bias and weight parameters. HHO-MLP aims to select optimal parameters in its learning process to minimize intrusion detection error...

Olles dieđut

Bibliográfalaš dieđut

Váldodahkkit:	Moutaz Alazab, Ruba Abu Khurma, Pedro A. Castillo, Bilal Abu-Salih, Alejandro Martín, David Camacho
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	Elsevier 2024-03-01
Ráidu:	Egyptian Informatics Journal
Fáttát:	Multi-layer perceptron (MLP) Harris Hawks optimization (HHO) Intrusion detection system (IDS)
Liŋkkat:	http://www.sciencedirect.com/science/article/pii/S1110866523000798
Fáddágilkorat:	Lasit fáddágilkoriid Eai fáddágilkorat, Lasit vuosttaš fáddágilkora!