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Found 4 papers, 1 papers with code
Blockchain based Privacy-Preserved Federated Learning for Medical Images: A Case Study of COVID-19 CT Scans
To solve this challenging task, we propose a blockchain-based federated learning framework that provides collaborative data training solutions by coordinating multiple hospitals to train and share encrypted federated models without leakage of data privacy.
Collective Intelligence: Decentralized Learning for Android Malware Detection in IoT with Blockchain
Specifically for malware detection task, (i) we propose a novel user (local) neural network (LNN) which trains on local distribution and (ii) then to assure the model authenticity and quality, we propose a novel smart contract which enable aggregation process over blokchain platform.
Trends in Vehicle Re-identification Past, Present, and Future: A Comprehensive Review
Vehicle Re-identification (re-id) over surveillance camera network with non-overlapping field of view is an exciting and challenging task in intelligent transportation systems (ITS).
Blockchain-Federated-Learning and Deep Learning Models for COVID-19 detection using CT Imaging
Blockchain technology authenticates the data and federated learning trains the model globally while preserving the privacy of the organization.
