XSShield: A novel dataset and lightweight hybrid deep learning model for XSS attack detection

XSShield: A novel dataset and lightweight hybrid deep learning model for XSS attack detection

With the proliferation of web applications, cross-site scripting (XSS) attacks have increased significantly and now pose a significant threat to users' information security and privacy. To enhance the efficiency of XSS attack detection, the adoption of machine learning (ML) and deep learning (D...

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Bibliographic Details
Main Authors: Gia-Huy Luu, Minh-Khang Duong, Trong-Phuc Pham-Ngo, Thanh-Sang Ngo, Dat-Thinh Nguyen, Xuan-Ha Nguyen, Kim-Hung Le
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Results in Engineering
Subjects:
XSS detection
Deep learning
CNN-LSTM model
Web security
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123024016165
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