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Zama Bounty Program: Contribute to the FHE space and Zama's open source libraries and get rewarded 💰
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Scola ML #114

Closed yojedesign closed 4 months ago

yojedesign commented 4 months ago

Zama Grant Program: Application

Name : Scola ML Please give us as much information as possible on the project you would like to submit. You can find inspiration from our existing list of grants.

https://export.arxiv.org/pdf/2303.13621v1.pdf https://www.springerprofessional.de/the-need-for-a-transdisciplinary-approach-to-security-of-cyber-p/1883138

zama-bot commented 4 months ago

Hello yojedesign,

Thank you for your Grant application! Our team will review and add comments in your issue! In the meantime:

  1. Join the FHE.org discord server for any questions (pick the Zama library channel you will use).
  2. Ask questions privately: bounty@zama.ai.
andrei-stoian-zama commented 4 months ago

Thank you for the grant proposal!

Could you go a bit more in the detail about the type of model and pipeline that you would want to build? We'd like to understand which parts of this pipeline would be in FHE and what the FHE model architecture would be.

zaccherinij commented 4 months ago

@yojedesign Hi, did you get a chance to check out @andrei-stoian-zama's message above? Without any feedback from you, we will close this grant proposal. Let us know if you have any question! Cheers!

yojedesign commented 4 months ago

Thanks for your question this our answer :

The pipeline we envision for our project involves several key components, including data preprocessing, feature extraction, model training, and inference. In terms of model architecture, we aim to implement a deep learning-based approach, specifically leveraging convolutional neural networks (CNNs) for feature extraction and recurrent neural networks (RNNs) for sequence modeling, given the sequential nature of our data.As for the use of Fully Homomorphic Encryption (FHE), we intend to incorporate it primarily into the data preprocessing and inference stages of the pipeline. FHE will allow us to perform secure computations on encrypted data, ensuring privacy and confidentiality throughout the process. Additionally, we plan to explore techniques for optimizing the FHE model architecture to balance computational efficiency and security.Overall, our goal is to develop a robust and privacy-preserving machine learning pipeline that can effectively handle sensitive data while maintaining state-of-the-art performance.

Cheers, Bacely YoroBI NEW TOMOROW LEADERS 2015 - CRANSMONTANA FORUM Former CEO @ SocialSpot http://www.socialspot.ci/ Projet Labellisé " ICI2014 http://ici2014.com/forum-ici-2014/concours-start-up/" Initiative Gouvernementale & " CEPICI http://www.cepici.gouv.ci "

*--- Awarded FORUM ICI 2014 Startup Competition --*TECHCAMP TRAINER , eDiplomacyU.S--- Interview BBC https://soundcloud.com/amn/valerie-bony-x-bbc-x-abidjan ** El Païs http://blogs.elpais.com/africa-no-es-un-pais/2013/06/lared-marfilena-3.html VOA http://www.voanews.com/content/ivory-coast-web-mayor-campaigns-against-cybercrime/1669048.html RNW http://www.rnw.nl/afrique/article/la-d%C3%A9mocratisation-de-linternet-selon-bacely-yorobi RFI http://www.rfi.fr/emission/20121229-1-carrefour-possibles-afrique-2012-1er-volet TYCOON https://plus.google.com/u/0/photos/111694467776564164081/albums/6009747749536396353 **AfriqueIT News http://afriqueitnews.com/2012/11/07/decouvrez-socialspot-une-start-up-ivoirienne-qui-propose-de-sponsoriser-lacces-a-internet-genius/

RTI TV https://www.youtube.com/watch?v=_X2yMuEERA0*

Le lun. 22 avr. 2024 à 15:54, Andrei Stoian @.***> a écrit :

Thank you for the grant proposal!

Could you go a bit more in the detail about the type of model and pipeline that you would want to build? We'd like to understand which parts of this pipeline would be in FHE and what the FHE model architecture would be.

— Reply to this email directly, view it on GitHub https://github.com/zama-ai/bounty-and-grant-program/issues/114#issuecomment-2069530313, or unsubscribe https://github.com/notifications/unsubscribe-auth/AANPLV5D65H7KKDKQISHTODY6UJCHAVCNFSM6AAAAABGKVWWQGVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDANRZGUZTAMZRGM . You are receiving this because you authored the thread.Message ID: @.***>

yojedesign commented 4 months ago

Yes I answer it.

Cheers, Bacely YoroBI NEW TOMOROW LEADERS 2015 - CRANSMONTANA FORUM Former CEO @ SocialSpot http://www.socialspot.ci/ Projet Labellisé " ICI2014 http://ici2014.com/forum-ici-2014/concours-start-up/" Initiative Gouvernementale & " CEPICI http://www.cepici.gouv.ci "

*--- Awarded FORUM ICI 2014 Startup Competition --*TECHCAMP TRAINER , eDiplomacyU.S--- Interview BBC https://soundcloud.com/amn/valerie-bony-x-bbc-x-abidjan ** El Païs http://blogs.elpais.com/africa-no-es-un-pais/2013/06/lared-marfilena-3.html VOA http://www.voanews.com/content/ivory-coast-web-mayor-campaigns-against-cybercrime/1669048.html RNW http://www.rnw.nl/afrique/article/la-d%C3%A9mocratisation-de-linternet-selon-bacely-yorobi RFI http://www.rfi.fr/emission/20121229-1-carrefour-possibles-afrique-2012-1er-volet TYCOON https://plus.google.com/u/0/photos/111694467776564164081/albums/6009747749536396353 **AfriqueIT News http://afriqueitnews.com/2012/11/07/decouvrez-socialspot-une-start-up-ivoirienne-qui-propose-de-sponsoriser-lacces-a-internet-genius/

RTI TV https://www.youtube.com/watch?v=_X2yMuEERA0*

Le lun. 29 avr. 2024 à 13:09, Jérémy Z. @.***> a écrit :

@yojedesign https://github.com/yojedesign Hi, did you get a chance to check out @andrei-stoian-zama https://github.com/andrei-stoian-zama's message above? Without any feedback from you, we will close this grant proposal. Let us know if you have any question! Cheers!

— Reply to this email directly, view it on GitHub https://github.com/zama-ai/bounty-and-grant-program/issues/114#issuecomment-2082443921, or unsubscribe https://github.com/notifications/unsubscribe-auth/AANPLV6KUQG6CTTXWE7GY53Y7YTAPAVCNFSM6AAAAABGKVWWQGVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDAOBSGQ2DGOJSGE . You are receiving this because you were mentioned.Message ID: @.***>

andrei-stoian-zama commented 4 months ago

We'd like to determine some criteria for success of the solution that you will submit for your grant.

  1. Could you list some datasets that are relevant for your task and the expected accuracy you think you can achieve?
  2. Could you describe the operational setting for a potential real-life usage of your solution?
zaccherinij commented 4 months ago

Hey @yojedesign,

Thank you very much for your interest in what we do at Zama, and your proposition for a grant. For now, we will not follow up with your proposition. But we invite you to keep an eye on this repository as we will launch new bounties soon, if you're interested in playing with Zama libs.

Cheers, JZ