Author

Arvind Panwar

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#federated learning Open access Oct 2026

ATLAS: an adaptive threat learning and analysis system using heterogeneous federated deep learning and FedNova aggregation for multi-cloud environments

The proliferation of multi-cloud architectures has intensified challenges in phishing detection, as security intelligence becomes fragmented across heterogeneous cloud infrastructures governed by stringent privacy regulations and data sovereignty constraints. Conventional centralized threat detection paradigms necessit...

Shakir Khan, Arvind Panwar, Achin Jain et al. · Scientific Reports · 0 citations

Open access Oct 2026

Two-stage GAN with Attention Gates for Brain MRI Inpainting: A Hybrid Framework for Preserving Diagnostic Features in Alzheimer's Disease Classification

Clinical brain MRI scans for Alzheimer's disease diagnosis often suffer from motion artifacts, signal dropout, and incomplete acquisitions. While deep learning methods like LaMa produce visually coherent inpainting, they may alter critical anatomical structures, and traditional methods such as OpenCV Telea maintain loc...

C. Yadav, S. Yadav, Arvind Panwar · International Journal of Inf... · 0 citations

Open access Aug 2026

A novel optimized deep ensemble for monkeypox lesion detection using transfer learning and ABC algorithm

Monkeypox, a reemerging zoonotic disease, has become a serious global health concern that requires rapid and accurate diagnostic methods. The increasing prevalence of skin lesion images highlights the scope of automated deep learning solutions. However, current approaches face challenges such as limited generalization...

Prashant Sharma, Achin Jain, A. Dubey et al. · Discover Computing · 0 citations