Skip to main content

Advances, Systems and Applications

Table 2 Time taken to encrypt a whole image using the generic model, to encrypt all chunks using our incomplete method, and to encrypt only chunks containing features using our full method

From: Efficient and privacy-preserving image classification using homomorphic encryption and chunk-based convolutional neural network

Method

Number of sheets/chunks

Image size

time(ms)

General Model

1

112*112

484

Ours all chunks

16

28*28

345

Ours (full method)

n

28*28

235