FPE–Transformer: A Feature Positional Encoding-Based Transformer Model for Attack Detection

The increase in cybersecurity threats has made attack detection systems critically important. Traditional deep learning methods often require large amounts of data and struggle to understand relationships between features effectively. With their self-attention mechanism, Transformers excel in modeli...

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Bibliographic Details
Main Authors: Hande Çavşi Zaim, Esra Nergis Yolaçan
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/3/1252