2 papers
cs.CR2025
Efficient Homomorphically Encrypted Convolutional Neural Network Without Rotation
Sajjad Akherati, Xinmiao Zhang
Privacy-preserving neural network (NN) inference can be achieved by utilizing homomorphic encryption (HE), which allows computations to be directly carried out over ciphertexts. Po…
cs.CR2024
Three-Input Ciphertext Multiplication for Homomorphic Encryption
Sajjad Akherati, Yok Jye Tang, Xinmiao Zhang
Homomorphic encryption (HE) allows computations to be directly carried out on ciphertexts and is essential to privacy-preserving computing, such as neural network inference, medica…