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Experimenting with agent-based model simulation tools
Agent-based models (ABMs) are one of the most effective and successful methods for
analyzing real-world complex systems by investigating how modeling interactions on the …
analyzing real-world complex systems by investigating how modeling interactions on the …
Secure and provenance enhanced internet of health things framework: A blockchain managed federated learning approach
Recent advancements in the Internet of Health Things (IoHT) have ushered in the wide
adoption of IoT devices in our daily health management. For IoHT data to be acceptable by …
adoption of IoT devices in our daily health management. For IoHT data to be acceptable by …
Blockchain-based federated learning methodologies in smart environments
D Li, Z Luo, B Cao - Cluster Computing, 2022 - Springer
Blockchain technology is an undeniable ledger technology that stores transactions in high-
security chains of blocks. Blockchain can solve security and privacy issues in a variety of …
security chains of blocks. Blockchain can solve security and privacy issues in a variety of …
Blockchain-based federated learning system: A survey on design choices
The vanilla federated learning is made for a trusted environment, while in contrast, its actual
use cases require collaborations in an untrusted setting. For this reason, using blockchain …
use cases require collaborations in an untrusted setting. For this reason, using blockchain …
A survey on federated recommendation systems
Z Sun, Y Xu, Y Liu, W He, L Kong, F Wu… - ar** attack
S **, Y Li, X Chen, R Li, Z Shen - Journal of Information Security and …, 2023 - Elsevier
The federated learning technology provides a new method for data integration, which realize
the sharing of a global model and prevent the leakage of the user's original data. In order to …
the sharing of a global model and prevent the leakage of the user's original data. In order to …
A contract theory based incentive mechanism for federated learning
Federated learning (FL) serves as a data privacy-preserved machine learning paradigm,
and realizes the collaborative model trained by distributed clients. To accomplish an FL task …
and realizes the collaborative model trained by distributed clients. To accomplish an FL task …
Practical implementation of a blockchain-enabled SDN for large-scale infrastructure networks
The network function virtualization (NFV) feature lies at the core of modern networking, and it
allows on-demand real-time integration of new network functions, which is a great benefit for …
allows on-demand real-time integration of new network functions, which is a great benefit for …
Towards Efficient Communication and Secure Federated Recommendation System via Low-rank Training
Federated Recommendation (FedRec) systems have emerged as a solution to safeguard
users' data in response to growing regulatory concerns. However, one of the major …
users' data in response to growing regulatory concerns. However, one of the major …