5 citations · 6 across the 5 of their papers we have counts for
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cs.CR2021★ 5 cited
Popcorn: Paillier Meets Compression For Efficient Oblivious Neural Network Inference
Jun Wang, Chao Jin, Souhail Meftah +1
Oblivious inference enables the cloud to provide neural network inference-as-a-service (NN-IaaS), whilst neither disclosing the client data nor revealing the server's model. Howeve…
cs.CR2021
FFConv: Fast Factorized Convolutional Neural Network Inference on Encrypted Data
Yuxiao Lu, Jie Lin, Chao Jin +4
Homomorphic Encryption (HE), allowing computations on encrypted data (ciphertext) without decrypting it first, enables secure but prohibitively slow Convolutional Neural Network (C…