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Diaa Salama AbdElminaam

Benha University

El-Shaheed Farid Nada

Banha, 13511

Egypt

SCHOLARLY PAPERS

1

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42

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0

Scholarly Papers (1)

1.

A Hybrid CNN-LSTM-GRU-Transformer Framework for High-Accuracy DDoS Attack Detection in Network Traffic

Number of pages: 37 Posted: 18 Apr 2026
Lincoln University College, Eudoxia Research University, Benha University, Princess Nourah bint Abdulrahman University and Misr International University (MIU)
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Abstract:

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Distributed Denial of Service (DDoS), Intrusion Detection System, Deep Learning, Convolutional Neural Network, LSTM–GRU, Transformer, Network Traffic Analysis, Cybersecurity