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HEArgmax: Secure homomorphic encryption-based protocols for Argmax function
DOI:10.1016/j.csi.2025.104071.png)
Abstract
En 中文
• Proposes HEArgmax for secure argmax on encrypted data in MLaaS setting. • Achieves 8s on MNIST and 3min on CIFAR-100; 20x faster than prior non-interactive work. • Offers two variants: HT for speed, LC for low communication.
Keywords:
Secure inference
Sign
Argmax
Homomorphic encryption
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C
IF:
3.1
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2.3K
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