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FinTechIntro / 2024-Spring-Final

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Understanding DePIN and Fully Homomorphic Encryption Machine Learning #18

Open Siemingfong opened 1 month ago

Siemingfong commented 1 month ago

Summary

Since Zama offers easy-to-use FHE libraries and solutions for developers. It lays a strong emphasis on performance improvements, and their fhEVM enables confidential smart contracts in blockchain applications.

Privasea is partnered with Zama with applying FHE pipelines to ML(or AI) applications in a fully decentralized manner. Privasea further strengthens its position in the data security field by establishing a decentralized computing network to provide powerful and scalable computing resources for AI tasks. Its DePin architecture injects new vitality into the distributed computing model, effectively reducing the risks associated with centralized data processing.

Description

Privasea AI Network - A DePin Infrastructre for AI. How Does This Play Into Privasea?

Source

https://www.privasea.ai/blog-posts/transforming-ai-with-fhe https://www.coindesk.com/press-release/2024/04/03/privasea-securely-leads-ai-data-revolution-with-strategic-funding-and-fhe-technology/ https://www.privasea.ai/ai-network

Others

Privasea has been accepted into the Google Cloud Web3 Startup Program

jim0112 commented 1 month ago

Hi TA, could u please assign me to this topic~ r12922006

LouisTsai-Csie commented 1 month ago

@jim0112 Done, please let us know if the description is not clear for you.

y10ab1 commented 4 weeks ago

Hi, could you assign me to this topic? My ID: R11946024

LouisTsai-Csie commented 4 weeks ago

@y10ab1 OK, is the description clear for you?

y10ab1 commented 4 weeks ago

@y10ab1 OK, is the description clear for you?

@LouisTsai-Csie Yes, I believe it is. Just to confirm, this is regarding understanding DePIN and how Privasea implements it?

LouisTsai-Csie commented 4 weeks ago

@Siemingfong Could please help me answer this question? Thank you.

snsd0805 commented 3 weeks ago

@LouisTsai-Csie TA, i am interested in this topic too. Could you assign me to this topic? Thanks My student ID: R12922A01

LouisTsai-Csie commented 3 weeks ago

@snsd0805 Done, please check.

dascupt-shawn commented 3 weeks ago

@LouisTsai-Csie TA, I'd like to take on this topic, could you assign me to this topic? my id is B12705027

LouisTsai-Csie commented 3 weeks ago

@dascupt-shawn Hi, I would recommend you to find another topic since there will be more than 3 people researching the same one. If you still want to investigate into this one, we will strictly compare your final result with others for the final grade.

AngelaKao0523 commented 3 weeks ago

@LouisTsai-Csie Hi TA, I am interested in this topic and already do some research. I feel terribly sorry that I forgot to comment here. could you please assign me to this topic? My ID: B11505063

LouisTsai-Csie commented 3 weeks ago

@AngelaKao0523 Hi, there are already 3 people researching this one, I would recommend you choose another topic, or we will strictly compare your reports for the final grade. But if you are really interested in this research, you can still investigate into this problem