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Arun Pandey

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Open access Jul 2026

From Signature to Attention: Transformer-Powered Intrusion Detection Systems for Cybersecurity

Experimental results demonstrate that the proposed model achieves high detection accuracy, strong discriminative capability, and low false alarm rates across both datasets, confirming its effectiveness and scalability for next-generation cybersecurity applications.

Arun Pandey, Ayush Kumar Agrawal, Abhinav Shukla et al. · 0 citations