TwinGuard: A Proactive RL-Driven Defence Framework for Digital Twin-Enabled O-RAN Security

Neha Gupta, Liam O'Driscoll, Taneya Sharma, Mohammad Shojafar, Chuan Heng Foh, Ioana Boureanu, Helen Treharne, Sotiris Moschoyiannis. TwinGuard: A Proactive RL-Driven Defence Framework for Digital Twin-Enabled O-RAN Security. In 24th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2025, Guiyang, China, November 14-17, 2025. pages 2066-2071, IEEE, 2025. [doi]

Authors

Neha Gupta

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Liam O'Driscoll

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Taneya Sharma

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Mohammad Shojafar

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Chuan Heng Foh

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Ioana Boureanu

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Helen Treharne

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Sotiris Moschoyiannis

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