Understanding Fully Homomorphic Encryption Machine Learning Application

[Siemingfong]

Summary

Please give a short summary of this research topic.

Zama is an open source cryptography company building state-of-the-art FHE solutions for blockchain and AI. It launched Concrete ML is a Privacy-Preserving Machine Learning (PPML) open-source set of tools built on top of Concrete by Zama. what is the current usage of Concrete ML?

Description

Please provide a detailed description to the topic.

Concrete ML outline step-by-step guide and implement example, what advantage of FHE using in ML? and how FHE work?

Source

Concrete ML Zama

[LiuFelicity]

Hi, TA! I am b12902031. I'd like to assign myself to this issue, thank you!

[LouisTsai-Csie]

@LiuFelicity Done, have fun with the topic.

[jedeka]

Hi TA, could you assign me this topic? Thanks!

student id: r12922177

[LouisTsai-Csie]

@jedeka OK, please let me know if the description is not clear.

[zhi-bao]

Hi TA, could you assign me to this topic? Thanks! My SID: R12922196

[LouisTsai-Csie]

@zhi-bao Done, looking forward to your research result.

[NTU-king-james]

助教好，我想要做這個主題 學號: b10902124