Security · 3h ago
Homomorphic Encryption Enables CIFAR-10 Inference in 200ms
A new system performs encrypted CIFAR-10 inference in 200 milliseconds using homomorphic encryption. The approach allows neural network predictions on encrypted data without decryption, preserving privacy. This speed marks a significant improvement for practical encrypted machine learning.
Meridian48 take
The 200ms latency is impressive for homomorphic encryption, but real-world deployment still faces scalability and accuracy trade-offs.
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