Samy Abd El-Nabi

According to our database, Samy Abd El-Nabi authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Optimized Convolutional Neural Network Frameworks for Automatic Intrusion Detection Systems in Wireless Cybersecurity Applications.

Youssef F. Sallam, Samy Abd El-Nabi, Walid El-Shafai, Hossam Eldin H. Ahmed, Adel A. Saleeb, Nirmeen A. El-Bahnasawy, Fathi E. Abd El-Samie

Wirel. Pers. Commun., August, 2025

A real-time design and implementation of intelligent drowsiness and fatigue recognition system for enhancing driver safety.

Samy Abd El-Nabi, Khalil F. Ramadan, El-Sayed M. El-Rabaie, Ahmed Emam, Walid El-Shafai

Eng. Appl. Artif. Intell., 2025

Driver Drowsiness Detection Using Swin Transformer and Diffusion Models for Robust Image Denoising.

Samy Abd El-Nabi, Ahmed F. Ibrahim, El-Sayed M. El-Rabaie, Osama F. Hassan, Naglaa F. Soliman, Khalil F. Ramadan, Walid El-Shafai

IEEE Access, 2025

2024

Traditional and deep-learning-based denoising methods for medical images.

Walid El-Shafai, Samy Abd El-Nabi, Anas M. Ali, El-Sayed M. El-Rabaie, Fathi E. Abd El-Samie

Multim. Tools Appl., May, 2024

Single image super-resolution approaches in medical images based-deep learning: a survey.

Walid El-Shafai, Anas M. Ali, Samy Abd El-Nabi, El-Sayed M. El-Rabaie, Fathi E. Abd El-Samie

Multim. Tools Appl., March, 2024

Machine learning and deep learning techniques for driver fatigue and drowsiness detection: a review.

Samy Abd El-Nabi, Walid El-Shafai, El-Sayed M. El-Rabaie, Khalil F. Ramadan, Fathi E. Abd El-Samie, Saeed Mohsen

Multim. Tools Appl., January, 2024

2023

Efficient implementation of image representation, visual geometry group with 19 layers and residual network with 152 layers for intrusion detection from UNSW-NB15 dataset.

Youssef F. Sallam, Samy Abd El-Nabi, Walid El-Shafai, Hossam Eldin H. Ahmed, Adel A. Saleeb, Nirmeen A. El-Bahnasawy, Fathi E. Abd El-Samie

Secur. Priv., 2023