31 Aug 2026Open access
Federated learning explainable deep learning framework for enhanced internet of medical things securityPublisher siteDiscover Artificial Intelligence, Privacy-Preserving Technologies in Data
Active, last published 2026
In network security and intrusion detection
Yakub Kayode
Saheed
Scholar“Research focused on Network Security and Intrusion Detection and adjacent fields.”
North-West University
South Africa
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01 · About the work
What I study
akub Kayode Saheed is a researcher working on Network Security and Intrusion Detection. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Yakub's work has been cited 2,598 times across 2 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Network Security and Intrusion Detection×30Anomaly Detection Techniques and Applications×17Advanced Malware Detection Techniques×15Internet Traffic Analysis and Secure E-voting×9Retinal Imaging and Analysis×5
04 · Where I am
Affiliations
Affiliation on published researchNorth-West University, South AfricaDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
11 works22 Aug 2026Open access
Snort-AFL: An explainable hybrid intrusion detection framework for imbalanced critical infrastructure networks using contrastive few-shot learningPublisher siteArray, Network Security and Intrusion Detection
27 Feb 2026Open access
XAI-Enhanced adversarial resilient deep learning framework for transparent and secure edge deployment in consumer Internet of Things/Industrial Internet of Things environmentsPublisher siteComputers & Electrical Engineering, IoT and Edge/Fog Computing
4 Feb 2026Open access
Explainable attention based few shot LSTM for intrusion detection in imbalanced cyber physical system networksPublisher siteScientific Reports, Network Security and Intrusion Detection
23 Oct 20246cites
A Hybrid Ant Colony Optimization for Parkinson’s Disease Classification Based on Synthetic Minority Oversampling and Adaptive Synthetic TechniquesPublisher site23 Oct 2024
Towards a New Hybrid Synthetic Minority Oversampling Technique for Imbalanced Problem in Software Defect PredictionPublisher site17 Oct 202468cites
XIDINTFL-VAE: XGBoost-based intrusion detection of imbalance network traffic via class-wise focal loss variational autoencoderPublisher siteThe Journal of Supercomputing, Network Security and Intrusion Detection
15 Apr 202430cites
Modified bi-directional long short-term memory and hyperparameter tuning of supervised machine learning models for cardiovascular heart disease prediction in mobile cloud environmentPublisher siteBiomedical Signal Processing and Control, Artificial Intelligence in Healthcare
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