Highly Accurate CNN Inference Using Approximate Activation Functions over Homomorphic Encryption

In the big data era, cloud-based machine learning as a service (MLaaS) has attracted considerable attention. However, when handling sensitive data, such as financial and medical data, a privacy issue emerges, because the cloud server can access clients' raw data... (read more)

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