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Sydney Mambwe Kasongo (PhD)
Sydney Mambwe Kasongo (PhD)
Data Science Lecturer, Senior Research Associate.
Preverjeni e-poštni naslov na aitechcorp.co.za - Domača stran
Naslov
Navedeno
Navedeno
Leto
Performance analysis of intrusion detection systems using a feature selection method on the UNSW-NB15 dataset
SM Kasongo, Y Sun
Journal of Big Data 7 (1), 105, 2020
4612020
A deep learning method with wrapper based feature extraction for wireless intrusion detection system
SM Kasongo, Y Sun
Computers & Security 92, 101752, 2020
3552020
A deep learning method with filter based feature engineering for wireless intrusion detection system
SM Kasongo, Y Sun
IEEE access 7, 38597-38607, 2019
2452019
A deep learning technique for intrusion detection system using a Recurrent Neural Networks based framework
SM Kasongo
Computer Communications 199, 113-125, 2023
2342023
An advanced intrusion detection system for IIoT based on GA and tree based algorithms
SM Kasongo
IEEE Access 9, 113199-113212, 2021
1202021
A deep long short-term memory based classifier for wireless intrusion detection system
SM Kasongo, Y Sun
ICT Express 6 (2), 98-103, 2020
922020
An interpretable machine learning approach for hepatitis b diagnosis
G Obaido, B Ogbuokiri, TG Swart, N Ayawei, SM Kasongo, K Aruleba, ...
Applied sciences 12 (21), 11127, 2022
572022
Ugransome1819: A novel dataset for anomaly detection and zero-day threats
M Nkongolo, JP Van Deventer, SM Kasongo
Information 12 (10), 405, 2021
462021
A deep gated recurrent unit based model for wireless intrusion detection system
SM Kasongo, Y Sun
ICT Express 7 (1), 81-87, 2021
442021
A cloud based optimization method for zero-day threats detection using genetic algorithm and ensemble learning
M Nkongolo, JP Van Deventer, SM Kasongo, SR Zahra, J Kipongo
Electronics 11 (11), 1749, 2022
392022
The application of cyclostationary malware detection using boruta and pca
M Nkongolo, JP van Deventer, SM Kasongo
Computer Networks and Inventive Communication Technologies: Proceedings of …, 2022
282022
Classifying social media using deep packet inspection data
M Nkongolo, JP van Deventer, SM Kasongo, W van der Walt
Inventive Communication and Computational Technologies: Proceedings of …, 2022
202022
Network policy enforcement: An intrusion prevention approach for critical infrastructures
M Nkongolo, JP Van Deventer, SM Kasongo, W Van Der Walt, R Kalonji, ...
2022 6th international conference on electronics, communication and …, 2022
152022
Using deep packet inspection data to examine subscribers on the network
M Nkongolo, JP van Deventer, SM Kasongo
Procedia Computer Science 215, 182-191, 2022
132022
Genetic algorithm based feature selection technique for optimal intrusion detection
SM Kasongo
92021
Performance analysis of intrusion detection systems using a feature selection method on the UNSW-NB15 dataset. J. Big Data 7 (1), 1–20 (2020)
SM Kasongo, Y Sun
9
A voting classifier for mortality prediction post-thoracic surgery
G Obaido, B Ogbuokiri, ID Mienye, SM Kasongo
International conference on intelligent systems design and applications, 263-272, 2022
82022
Performance Analysis of Intrusion Detection Systems Using a Feature Selection Method on the UNSW-NB15 Dataset. J Big Data 7, 105 (2020)
SM Kasongo, Y Sun
6
The feasibility of a WLAN based power substation monitoring platform
KM Sydney, C Du, SM Ngwira
2016 International Conference on Advances in Computing and Communication …, 2016
42016
A Gated Recurrent Unit based Intrusion Detection for SCADA Networks
MS Kasongo, Y Sun
2021 6th International Conference on Computing, Communication and Security …, 2021
22021
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