Author

Salma Zakzouk

Observed name: Zakzouk, Salma

Institution: Nile University

Observed institution: Nile University

ORCID: 0009-0002-6979-3101

Observed ORCID: 0009-0002-6979-3101

OpenAlex ID: A5019032689

Enhancing Network Threat Detection with Random Forest-Based NIDS and Permutation Feature Importance

2024 · Mohammed Tarek Abdelaziz, Abdelrahman Radwan, et al. · Journal of Network and Systems Management · 88

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Rice Leaf Diseases Detector Based on AlexNet

2021 · Salma Zakzouk, Mohamed Ehab, et al. · International Japan-Africa Conference on Electronics, Communications, and Computations (JAC-ECC) · 11

A Comparative Study of Machine Learning Techniques for Automatic Rice Crop Irrigation

2021 · Salma Zakzouk, Mohamed Ehab, et al. · International Computer Engineering Conference · 6

A Transformer-Based Deep Learning Architecture for Accurate Intracranial Hemorrhage Detection and Classification

2023 · Adel ElZemity, Maryam ElFdaly, et al. · International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT) · 4

Federated Learning for Soil Moisture Prediction: Benchmarking Lightweight CNNs and Robustness in Distributed Agricultural IoT Networks

2025 · Salma Zakzouk, Lobna A. Said · Machine Learning and Knowledge Extraction · 3

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Smart IoT-Based Shared Bike System

2024 · Sara Said Mahmoud, Habiba Walid Samy, et al. · International Conference on Future Telecommunications and Artificial Intelligence (IC-FTAI) · 2

Light-Weight Food/Non-Food Classifier for Real-Time Applications

2022 · Salma Zakzouk, Aya Saafan, et al. · Novel Intelligent and Leading Emerging Sciences Conference (NILES) · 2

Light-Weight Intelligent Egyptian Food Detector For Diabetes Management

2022 · Menna-allah Sayed, Aya Saafan, et al. · International Computer Engineering Conference · 1

Cross-Silo Federated Domain Adaptation for Trustworthy and Privacy-Preserving IoT Security in 5G-to-6G Wireless Systems

2026 · Salma Zakzouk, Shahid Latif, et al. · IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)

Robust Federated Learning for Intensive Care Unit Mortality Prediction Across a Heterogeneous Hospital Network

2026 · Zakzouk, Salma, Selim, Sahar, et al. · Zenodo (CERN European Organization for Nuclear Research)

Enhanced glucose forecasting using recurrent neural network and advanced feature engineering

2026 · Mahmoud H. Osman, Mennatullah Mahmoud, et al. · Scientific Reports

Optimizing Parameter Selection for Forecasting and Classifying Water Quality

2026 · Salma Zakzouk, Mohamed Medhat, et al. · Journal of Physics Conference Series

Predictive Modeling of SNR in Power Line Communication: A Shared Layer Approach Across Multiple Sites

2026 · Salma Zakzouk, Mennatullah Mahmoud, et al. · IEEE Mediterranean Electrotechnical Conference (MELECON)

A Hybrid Vision Transformer and Feature-Based Model for Mitotic Figure Classification in Glioma

2025 · Salma Zakzouk, Essam A. Rashed · IEEE International Conference on Future Machine Learning and Data Science (FMLDS)

Intelligent Smart Home System: Secure Solution for Enhanced Efficiency and Comfort

2024 · Mohaned Raafat Asker, Hana Mohammed Nassef, et al. · International Conference on Future Telecommunications and Artificial Intelligence (IC-FTAI)

Lightweight Plant Leaf Classification Based on Transfer Learning: A Comparative Study

2024 · Sherif Magdy Amer, Omar Youssef, et al. · International Japan-Africa Conference on Electronics, Communications, and Computations (JAC-ECC)

Smart Diabetes: An Intelligent Classifier for Continuous Health Monitoring

2024 · Meriam Sherif Shawky, Farah Mohammed Abd El Fattah, et al. · International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT)

Light-Weight Food Image Classification For Egyptian Cuisine

2022 · Salma Zakzouk, Aya Saafan, et al. · International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT)

Works count: 18

Citation count: 117

H-index: 4

I10-index: 2