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Shiv Prakash

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Open access 2026

An EEG-Based Human Emotion Recognition Model Using Attention Hierarchical Variational EEGNet

The physiological factors and decisions we make daily are greatly affected by a person's emotional state. An appropriate subfield of study and research is how brain–computer interface devices can be used to identify people's emotional states. The electroencephalogram (EEG) is used to understand why there are changes ov...

Vinay Kumar Singh, Bharati Rathore, Raja Saeed Iqbal et al. · 0 citations
Open access 2026

ILAGKDF-IoD: An Intelligent Lightweight Authentication and Group Key Distribution Framework for Covert Communications in Next-Generation Internet of Drones Networks

An Intelligent Lightweight Authentication and Group Key Distribution Framework for Covert Communications in Next-Generation Internet of Drones Networks (ILAGKDF-IoD), which provides a lightweight authentication and group-key management foundation for secure and privacy-preserving communications in intelligent covert-co...

P. Tiwari, Animesh Tripathi, Rajkumar Singh Rathore et al. · 0 citations
Open access 2026

Tiny-IDS: A Pruned Ensemble Distillation Pipeline for Lightweight and Explainable IoT Intrusion Detection

The results demonstrate the effectiveness of the proposed Tiny-IDS in accurately identifying Mirai botnet attacks on IoT devices along with a minimal memory footprint and low inference time, while also emphasizing the need for IoT-specific evaluation frameworks to support the development of robust and lightweight IDS.

Shyam Bahadur, Sudhanshu Kumar Jha, Rajkumar Singh Rathore et al. · 0 citations

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