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ORCIDKayode Yakub Saheed
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- affiliation: American University of Nigeria, Yola, Nigeria
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2020 – today
- 2025
[j16]Oluwadamilare Harazeem Abdulganiyu, Taha Ait Tchakoucht, Yakub Kayode Saheed, Elhilali Alaoui Ahmed:
XIDINTFL-VAE: XGBoost-based intrusion detection of imbalance network traffic via class-wise focal loss variational autoencoder. J. Supercomput. 81(1): 16 (2025)- 2024
- [j15]Yakub Kayode Saheed, Oluwadamilare Harazeem Abdulganiyu
, Taha Ait Tchakoucht:
Modified genetic algorithm and fine-tuned long short-term memory network for intrusion detection in the internet of things networks with edge capabilities. Appl. Soft Comput. 155: 111434 (2024) - [j14]Yakub Kayode Saheed, Taofeekat Tosin Salau-Ibrahim, Mustapha Abdulsalam, Ismaeel Aderibigbe Adeniji, Bukola Fatimah Balogun:
Modified bi-directional long short-term memory and hyperparameter tuning of supervised machine learning models for cardiovascular heart disease prediction in mobile cloud environment. Biomed. Signal Process. Control. 94: 106319 (2024) - [j13]Yakub Kayode Saheed, Oluwadamilare Harazeem Abdulganiyu, Kaloma Usman Majikumna, Musa Mustapha, Abebaw Degu Workneh:
ResNet50-1D-CNN: A new lightweight resNet50-One-dimensional convolution neural network transfer learning-based approach for improved intrusion detection in cyber-physical systems. Int. J. Crit. Infrastructure Prot. 45: 100674 (2024) - [j12]Yakub Kayode Saheed, Sanjay Misra:
A voting gray wolf optimizer-based ensemble learning models for intrusion detection in the Internet of Things. Int. J. Inf. Sec. 23(3): 1557-1581 (2024) - [j11]Yakub Kayode Saheed, Temitope Olubanjo Kehinde, Mustafa Ayobami Raji, Usman Ahmad Baba:
Feature selection in intrusion detection systems: a new hybrid fusion of Bat algorithm and Residue Number System. J. Inf. Telecommun. 8(2): 189-207 (2024) - [j10]Oluwadamilare Harazeem Abdulganiyu, Taha Ait Tchakoucht, Yakub Kayode Saheed:
Towards an efficient model for network intrusion detection system (IDS): systematic literature review. Wirel. Networks 30(1): 453-482 (2024) - 2023
- [j9]Tiwalade Modupe Usman, Yakub Kayode Saheed, Augustine Nsang, Abel Ajibesin, Sandip Rakshit:
A systematic literature review of machine learning based risk prediction models for diabetic retinopathy progression. Artif. Intell. Medicine 143: 102617 (2023) - [j8]Kayode Yakub Saheed, Aisha Abubakar Usman, Favour Dirwokmwa Sukat, Muftahu Abdulrahman:
A novel hybrid autoencoder and modified particle swarm optimization feature selection for intrusion detection in the internet of things network. Frontiers Comput. Sci. 5 (2023) - [j7]Abdulfatai Shola Hanafi, Yakub Kayode Saheed, Micheal Olaolu Arowolo:
An Effective Intrusion Detection in Mobile Ad-hoc Network Using Deep Belief Networks and Long Short-Term Memory. Int. J. Interact. Mob. Technol. 17(19): 123-135 (2023) - [j6]Oluwadamilare Harazeem Abdulganiyu, Taha Ait Tchakoucht, Yakub Kayode Saheed:
A systematic literature review for network intrusion detection system (IDS). Int. J. Inf. Sec. 22(5): 1125-1162 (2023) - [j5]Kayode Yakub Saheed, Oluwadamilare Harazeem Abdulganiyu, Taha Ait Tchakoucht:
A novel hybrid ensemble learning for anomaly detection in industrial sensor networks and SCADA systems for smart city infrastructures. J. King Saud Univ. Comput. Inf. Sci. 35(5): 101532 (2023) - [j4]Kayode Yakub Saheed, Bukola Fatimah Balogun, Braimah Joseph Odunayo, Mustapha Abdulsalam:
Microarray Gene Expression Data Classification via Wilcoxon Sign Rank Sum and Novel Grey Wolf Optimized Ensemble Learning Models. IEEE ACM Trans. Comput. Biol. Bioinform. 20(6): 3575-3587 (2023) - [c3]Kayode Yakub Saheed, Sanjay Misra, Sabarathinam Chockalingam:
Autoencoder via DCNN and LSTM Models for Intrusion Detection in Industrial Control Systems of Critical Infrastructures. EnCyCriS@ICSE 2023: 9-16 - 2021
- [j3]Kayode Yakub Saheed, Micheal Olaolu Arowolo:
Efficient Cyber Attack Detection on the Internet of Medical Things-Smart Environment Based on Deep Recurrent Neural Network and Machine Learning Algorithms. IEEE Access 9: 161546-161554 (2021) - [c2]Yakub Kayode Saheed, Olumide Longe, Usman Ahmad Baba, Sandip Rakshit, Narasimha Rao Vajjhala:
An Ensemble Learning Approach for Software Defect Prediction in Developing Quality Software Product. ICACDS (1) 2021: 317-326 - [c1]Bukola Fatimah Balogun, Kazeem Alagbe Gbolagade, Micheal Olaolu Arowolo, Kayode Yakub Saheed:
A Hybrid Metaheuristic Algorithm for Features Dimensionality Reduction in Network Intrusion Detection System. ICCSA (9) 2021: 101-114 - 2020
- [j2]Kayode Yakub Saheed, Fatimah E. Usman-Hamza:
Feature Selection with IG-R for Improving Performance of Intrusion Detection System. Int. J. Commun. Networks Inf. Secur. 12(3) (2020)
2010 – 2019
- 2017
- [j1]Micheal Olaolu Arowolo, Rafiu Mope Isiaka, Sulaiman Olaniyi Abdulsalam, Kayode Yakub Saheed, Kazeem Alagbe Gbolagade:
A Comparative Analysis of Feature Extraction Methods for Classifying Colon Cancer Microarray Data. EAI Endorsed Trans. Scalable Inf. Syst. 4(14): e2 (2017)
Coauthor Index
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