Agent architecture of an intelligent medical system based on federated learning and blockchain technology
D Połap, G Srivastava, K Yu - Journal of Information Security and …, 2021 - Elsevier
Multi-agent systems enable the division of complicated tasks into individual objects that can
cooperate. Such architecture can be useful in building solutions in the Internet of Medical …
cooperate. Such architecture can be useful in building solutions in the Internet of Medical …
Blockchain technology and neural networks for the internet of medical things
In today's technological climate, users require fast automation and digitization of results for
large amounts of data at record speeds. Especially in the field of medicine, where each …
large amounts of data at record speeds. Especially in the field of medicine, where each …
Review on security of federated learning and its application in healthcare
Artificial intelligence (AI) has led to a high rate of development in healthcare, and good
progress has been made on many complex medical problems. However, there is a lack of …
progress has been made on many complex medical problems. However, there is a lack of …
Blockchain-based federated learning with checksums to increase security in internet of things solutions
Federated learning is becoming a practical solution for machine learning (ML) in industry.
This is due to the possibility of implementing artificial intelligence (AI) systems and training …
This is due to the possibility of implementing artificial intelligence (AI) systems and training …
[HTML][HTML] Federated learning for secure IoMT-applications in smart healthcare systems: A comprehensive review
Recent developments in the Internet of Things (IoT) and various communication
technologies have reshaped numerous application areas. Nowadays, IoT is assimilated into …
technologies have reshaped numerous application areas. Nowadays, IoT is assimilated into …
[HTML][HTML] A secure healthcare 5.0 system based on blockchain technology entangled with federated learning technique
In recent years, the global Internet of Medical Things (IoMT) industry has evolved at a
tremendous speed. Security and privacy are key concerns on the IoMT, owing to the huge …
tremendous speed. Security and privacy are key concerns on the IoMT, owing to the huge …
Trustworthy privacy-preserving hierarchical ensemble and federated learning in healthcare 4.0 with blockchain
The advancement of internet and communication technologies has led to the era of Industry
4.0. This shift is followed by healthcare industries creating the term Healthcare 4.0. In …
4.0. This shift is followed by healthcare industries creating the term Healthcare 4.0. In …
Converging blockchain and machine learning for healthcare
S Vyas, M Gupta, R Yadav - 2019 Amity international …, 2019 - ieeexplore.ieee.org
The power of machine learning in understanding the patterns in data, analyzing and making
decisions, has shown its importance in various sectors. Machine Learning requires …
decisions, has shown its importance in various sectors. Machine Learning requires …
Blockchain-based two-stage federated learning with non-IID data in IoMT system
The Internet of Medical Things (IoMT) has a bright future with the development of smart
mobile devices. Information technology is also leading changes in the healthcare industry …
mobile devices. Information technology is also leading changes in the healthcare industry …
Cross-cluster federated learning and blockchain for internet of medical things
Federated learning (FL) has been gaining popularity as a way to provide privacy-preserving
data sharing for the Internet of Medical Things (IoMT). As a complementary, blockchain …
data sharing for the Internet of Medical Things (IoMT). As a complementary, blockchain …