Blar i Department of Electrical and Computer Engineering (TN-IDE) på tidsskrift "Cryptography"
Viser treff 1-3 av 3
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BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models
(Peer reviewed; Journal article, 2022)Medical data is frequently quite sensitive in terms of data privacy and security. Federated learning has been used to increase the privacy and security of medical data, which is a sort of machine learning technique. The ... -
A Practical Implementation of Medical Privacy-Preserving Federated Learning Using Multi-Key Homomorphic Encryption and Flower Framework
(Peer reviewed; Journal article, 2023-10)The digitization of healthcare data has presented a pressing need to address privacy concerns within the realm of machine learning for healthcare institutions. One promising solution is federated learning, which enables ... -
Security Incident Information Exchange for Cloud Service Provisioning Chains
(Journal article; Peer reviewed, 2018-12)Online services are increasingly becoming a composition of different cloud services, making incident-handling difficult, as Cloud Service Providers (CSPs) with end-user customers need information from other providers about ...