Open Source Repositories for PPML#
Note
Hey guys, this is my personal reading note. I am not sure there might be some mistakes in my understanding. Please feel free to correct me (hsiangjenli@gmail.com) if you find any. Thanks!
Code Snippets#
Homomorphic Encryption#
Privacy Preserving Machine Learning framework#
Others#
References#
[1]
Ayoub Benaissa, Bilal Retiat, Bogdan Cebere, and Alaa Eddine Belfedhal. Tenseal: a library for encrypted tensor operations using homomorphic encryption. 2021. arXiv:2104.03152.
[2]
Deevashwer Rathee, Mayank Rathee, Rahul Kranti Kiran Goli, Divya Gupta, Rahul Sharma, Nishanth Chandran, and Aseem Rastogi. Sirnn: a math library for secure rnn inference. In 2021 IEEE Symposium on Security and Privacy (SP), 1003–1020. IEEE, 2021.
[3]
missing journal in lynn2007implementation