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Efficient Malicious QR Code Detection System Using an Advanced Deep Learning Approach

Abdulaziz A.Alsulami Qasem Abu Al-Haija Badraddin Alturki Ayman Yafoz Ali Alqahtani Raed Alsini Sami Saeed Binyamin

Computer Modeling in Engineering & Sciences2025，Vol.145Issue(10)：P.1117-1140,24.

Computer Modeling in Engineering & Sciences2025，Vol.145Issue(10)：P.1117-1140,24.DOI:10.32604/cmes.2025.070745

Efficient Malicious QR Code Detection System Using an Advanced Deep Learning Approach

Abdulaziz A.Alsulami ¹Qasem Abu Al-Haija ²Badraddin Alturki ³Ayman Yafoz ¹Ali Alqahtani ⁴Raed Alsini ¹Sami Saeed Binyamin⁵

作者信息

1. Department of Information Systems,Faculty of Computing and Information Technology,King AbdulazizUniversity,Jeddah,21589,Saudi Arabia
2. Department of Cybersecurity,Faculty of Computer&Information Technology,Jordan University of Science and Technology,P.O.Box 3030,Irbid,22110,Jordan
3. Department of Information Technology,Faculty of Computing and Information Technology,King Abdulaziz University,Jeddah,21589,Saudi Arabia
4. Department of Networks and Communications Engineering,College of Computer Science and Information Systems,Najran University,Najran,61441,Saudi Arabia
5. Department of Computer and Information Technology,The Applied College,King Abdulaziz University,Jeddah,21589,Saudi Arabia
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摘要

关键词

Cybersecurity/quick response(QR)code/deep learning/recurrent neural network(RNN)/gated recurrent unit(GRU)/long short-term memory(LSTM)

分类

信息技术与安全科学

引用本文复制引用

Abdulaziz A.Alsulami,Qasem Abu Al-Haija,Badraddin Alturki,Ayman Yafoz,Ali Alqahtani,Raed Alsini,Sami Saeed Binyamin..Efficient Malicious QR Code Detection System Using an Advanced Deep Learning Approach[J].Computer Modeling in Engineering & Sciences,2025,145(10):P.1117-1140,24.

基金项目

funded by the Deanship of Scientific Research(DSR)at King Abdulaziz University Jeddah,under grant no.(GPIP:1168-611-2024) （DSR）

The authors acknowledge the DSR for financial and technical support. （）

Computer Modeling in Engineering & Sciences

ISSN：1526-1492

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