APPLYING TRANSFORMER ARCHITECTURE TO ENHANCE ATTACK DETECTION PERFORMANCE IN INTRUSION DETECTION SYSTEMS

Intrusion Detection Systems (IDS) are crucial in safeguarding network security against increasingly sophisticated threats. In this study, we propose a Transformer-based intrusion detection model to enhance attack recognition performance. The UNSW-NB15 dataset is utilized for model training and...

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Bibliographic Details
Main Author: Vu Thi Phuong*, Hoang Thi Hong Ha, Dinh Gia Truong, Tran Thi Yen
Format: Article
Language:English
Published: Trường Đại học Vinh 2025-06-01
Series:Tạp chí Khoa học
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Online Access:https://vujs.vn//api/view.aspx?cid=8e455cb8-7f8e-4de9-9768-3317bb651adc
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