[HTML][HTML] Applying federated learning in software-defined networks: A survey

X Ma, L Liao, Z Li, RX Lai, M Zhang - Symmetry, 2022 - mdpi.com
Federated learning (FL) is a type of distributed machine learning approacs that trains global
models through the collaboration of participants. It protects data privacy as participants only …

Hierarchical federated learning based anomaly detection using digital twins for smart healthcare

D Gupta, O Kayode, S Bhatt, M Gupta… - 2021 IEEE 7th …, 2021 - ieeexplore.ieee.org
Internet of Medical Things (IoMT) is becoming ubiquitous with a proliferation of smart
medical devices and applications used in smart hospitals, smart-home based care, and …

AI-assisted secure data transmission techniques for next-generation HetNets: A review

H Sharma, G Sharma, N Kumar - Computer Communications, 2023 - Elsevier
Abstract Heterogeneous Networks (HetNets) play an imperative role in enhancing the
quality-of-service (QoS) for end-users by increasing the spectral efficiency (SE) of the …

A robust adversary detection-deactivation method for metaverse-oriented collaborative deep learning

P Li, Z Zhang, AS Al-Sumaiti, N Werghi… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
Metaverse is trending to create a digital circumstance that can transfer the real world to an
online platform supported by large quantities of real-time interactions. Pre-trained Artificial …

[HTML][HTML] Computer aided diagnosis of melanoma using deep neural networks and game theory: application on dermoscopic images of skin lesions

AC Foahom Gouabou, J Collenne, J Monnier… - International Journal of …, 2022 - mdpi.com
Early detection of melanoma remains a daily challenge due to the increasing number of
cases and the lack of dermatologists. Thus, AI-assisted diagnosis is considered as a …

Integration of digital twin and federated learning for securing vehicular internet of things

D Gupta, SS Moni, AS Tosun - … of the 2023 International Conference on …, 2023 - dl.acm.org
In the present era of advanced technology, the Internet of Things (IoT) plays a crucial role in
enabling smart connected environments. This includes various domains such as smart …

Secure and efficient privacy-preserving authentication scheme using cuckoo filter in remote patient monitoring network

SS Moni, D Gupta - 2022 IEEE 4th International Conference on …, 2022 - ieeexplore.ieee.org
With the ubiquitous advancement in smart medical devices and systems, the potential of
Remote Patient Monitoring (RPM) network is evolving in modern healthcare systems. The …

Dlacb: Deep learning based access control using blockchain

AJ Akbarfam, S Barazandeh, H Maleki… - arXiv preprint arXiv …, 2023 - arxiv.org
In general, deep learning models use to make informed decisions immensely. Developed
models are mainly based on centralized servers, which face several issues, including …

Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data Synthesis

A Kotal, L Elluri, D Gupta… - … Conference on Big …, 2023 - ieeexplore.ieee.org
Big Data empowers the farming community with the information needed to optimize resource
usage, increase productivity, and enhance the sustainability of agricultural practices. The …

Secure Infrastructure for Internet of Medical Things Using Machine Learning

D Gupta - 2021 - search.proquest.com
Abstract Internet of Things (IoT) has grown rapidly in the last decade and continues to
expand offering a wide range of devices to support a diverse set of applications. With …