Yakub Kayode Saheed

16 papers Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Autonomous LLM Agent: A Memory-Augmented, Edge-Optimized SHAP Explanations With Zero-Day Attack Resilience in IoT/Industrial IoT Networks.
IEEE Internet Things J.
Yakub Kayode Saheed, Joshua Ebere Chukwuere
2026 J jnl
Enhanced breast cancer detection via Shapley additive explanations and attention-based bidirectional LSTM with ensemble learning models.
Netw. Model. Anal. Health Informatics Bioinform.
Yakub Kayode Saheed, Mokhairi Makhtar
2026 J jnl
XAI-Enhanced adversarial resilient deep learning framework for transparent and secure edge deployment in consumer Internet of Things/Industrial Internet of Things environments.
Comput. Electr. Eng.
Yakub Kayode Saheed, Joshua Ebere Chukwuere
2025 J jnl
Attention-driven multi-model architecture for unbalanced network traffic intrusion detection via extreme gradient boosting.
Intell. Syst. Appl.
Oluwadamilare Harazeem Abdulganiyu, Taha Ait Tchakoucht, Ahmed El Hilali Alaoui, Yakub Kayode Saheed
2025 J jnl
CPS-IIoT-P2Attention: Explainable Privacy-Preserving With Scaled Dot-Product Attention in Cyber-Physical System-Industrial IoT Network.
IEEE Access
Yakub Kayode Saheed, Joshua Ebere Chukwuere
2025 J jnl
Modified Variational Autoencoder and Attention Mechanism-Based Long Short-Term Memory for Detecting Intrusions in Imbalanced Network Traffic.
Secur. Priv.
Oluwadamilare Harazeem Abdulganiyu, Taha Ait Tchakoucht, Yakub Kayode Saheed, Meryam El Mouhtadi, Ahmed El Hilali Alaoui
2025 J jnl
XIDINTFL-VAE: XGBoost-based intrusion detection of imbalance network traffic via class-wise focal loss variational autoencoder.
J. Supercomput.
Oluwadamilare Harazeem Abdulganiyu, Taha Ait Tchakoucht, Yakub Kayode Saheed, Elhilali Alaoui Ahmed
2024 J jnl
A voting gray wolf optimizer-based ensemble learning models for intrusion detection in the Internet of Things.
Int. J. Inf. Sec.
Yakub Kayode Saheed, Sanjay Misra
2024 J jnl
Feature selection in intrusion detection systems: a new hybrid fusion of Bat algorithm and Residue Number System.
J. Inf. Telecommun.
Yakub Kayode Saheed, Temitope Olubanjo Kehinde, Mustafa Ayobami Raji, Usman Ahmad Baba
2024 J jnl
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.
Yakub Kayode Saheed, Taofeekat Tosin Salau-Ibrahim, Mustapha Abdulsalam, Ismaeel Aderibigbe Adeniji, Bukola Fatimah Balogun
2024 J jnl
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.
Yakub Kayode Saheed, Oluwadamilare Harazeem Abdulganiyu, Taha Ait Tchakoucht
2024 J jnl
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.
Yakub Kayode Saheed, Oluwadamilare Harazeem Abdulganiyu, Kaloma Usman Majikumna, Musa Mustapha, Abebaw Degu Workneh
2023 J jnl
A systematic literature review for network intrusion detection system (IDS).
Int. J. Inf. Sec.
Oluwadamilare Harazeem Abdulganiyu, Taha Ait Tchakoucht, Yakub Kayode Saheed
2023 J jnl
A systematic literature review of machine learning based risk prediction models for diabetic retinopathy progression.
Artif. Intell. Medicine
Tiwalade Modupe Usman, Yakub Kayode Saheed, Augustine Nsang, Abel Ajibesin, Sandip Rakshit
2023 J jnl
An Effective Intrusion Detection in Mobile Ad-hoc Network Using Deep Belief Networks and Long Short-Term Memory.
Int. J. Interact. Mob. Technol.
Abdulfatai Shola Hanafi, Yakub Kayode Saheed, Micheal Olaolu Arowolo
2021 — conf
An Ensemble Learning Approach for Software Defect Prediction in Developing Quality Software Product.
ICACDS (1)
Yakub Kayode Saheed, Olumide Longe, Usman Ahmad Baba, Sandip Rakshit, Narasimha Rao Vajjhala