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Author

Gunjan Keswani

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Open access Aug 2026

Adaptive multimodal transformer for wildfire spread prediction using feature-weighted attention

Hazard modelling technology has evolved quickly in recent years to predict wildfires, which are an important class of natural disaster for accurate forecasting and proactive control. The combination of remote sensing and machine learning has been playing an important role in this area. Yet traditional models fail to ac...

Parul Dubey, G. Keswani, A. Mishra et al. · 0 citations
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

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