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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Kumar Sekhar Roy

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Review Open access Aug 2026

A comprehensive review of deepfake generation methods, detection strategies and open challenges in multimedia and Internet of Things systems

This work surveys deepfake generation and detection methods, and highlights the use of DL and neural networks in comparing detection strategies across computing and IoT systems.

Debarshita Biswas, Kumar Sekhar Roy, Subhrajyoti Deb et al. · 0 citations
Open access Jul 2026

A Fusion-based Machine Learning Approach for Classification of Seabed Defects

The IEResViT model, a novel fusion-based hybrid architecture that integrates a Depthwise Inception Convolutional Neural Network (CNN) with a modified Vision Transformer (ViT) framework, outperforming several state-of-the-art deep learning models while using fewer parameters and reduced computational cost.

Sk Mahmudul Hassan, Kumar Sekhar Roy, Mehbub Alam et al. · 0 citations

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