Privacy-Preserving Deep Learning: A Survey on Theoretical Foundations, Software Frameworks, and Hardware Accelerators

Deep Learning as a Service (DLaaS) has become a cornerstone in enabling access to deep learning capabilities, allowing users to train models or leverage pre-trained ones through APIs. This paradigm significantly lowers the barrier to entry for deploying complex AI systems, making cutting-edge techno...

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Bibliographic Details
Main Authors: Eric Jahns, Milan Stojkov, Michel A. Kinsy
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10966886/
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