An efficient group synchronization of chaos-tuned neural networks for exchange of common secret key

Recurrent neural networks-guided vector-valued synchronized key exchange for secure and privacy-preserving communication in Industrial Internet of Things

A Sarkar - Applied Soft Computing, 2024 - Elsevier
This paper presents an innovative approach to the problem of key exchange in the Industrial
Internet of Things (IIoT) implementation. Recurrent Neural Networks (RNNs) and vector …
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Converging Technologies for Health Prediction and Intrusion Detection in Internet of Healthcare Things with Matrix-Valued Neural Coordinated Federated Intelligence

SA Alzakari, A Sarkar, MZ Khan, AA Alhussan - IEEE Access, 2024 - ieeexplore.ieee.org
This paper introduces Matrix-Valued Neural Coordinated Federated Deep Extreme Machine
Learning, a novel approach for enhancing health prediction and intrusion detection on the …
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Federated learning-guided intrusion detection and neural key exchange for safeguarding patient data on the internet of medical things

C Zhong, A Sarkar, S Manna, MZ Khan… - International Journal of …, 2024 - Springer
To improve the security of the Internet of Medical Things (IoMT) in healthcare, this paper
offers a Federated Learning (FL)-guided Intrusion Detection System (IDS) and an Artificial …
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