Kaustubh Shivdikar
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126
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Crypto×1Distributed×1Algorithms×1ML×1Performance×1
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2026
GPU Acceleration of Sparse Fully Homomorphic Encrypted DNNs
The paper proposes a novel, optimized sparse matrix multiplication method for fully homomorphic encrypted deep neural networks, achieving up to a 3.0x speedup on AMD GPUs compared to CPU implementations.
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