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Ahmed Elsayed Abdelfattah, Mohamed Seifeldin, Mohamed Mostafa Fouad

Network intrusion detection systems play a vital role in safeguarding digital infrastructure. Still, significant challenges persist due to the highly imbalanced nature of network traffic and the lack ...

Scientific Reports 2026-04-21 rs-9108130
Intrusion Detection System Deep Learning for Cybersecurity Transformer Model Class Imbalance Learning Explainable Artificial Intelligence Network Traffic Analysis
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