Name of Project: Proof of Learning - NFT Callback
Proposal in one sentence: After implementing a Pytorch NFT Callback as described here (Implementation can be seen here).
I want to replace the way “Proof-of-Learning” is done right now which is easily manipulated with the approach outlined in the following paper: Proof-of-Learning: Definitions and Practice.
Description of the project and what problem is it solving: Trying to determine who actually did the training of a machine learning model is currently very hard. I want to improve my current approach by implementing a more robust approach as outlined in the paper above.
Grant Deliverables:
- Functioning integration of the “Proof-of-Learning” algorithm as described in the paper
- Easily installable for the latest Pytorch version
Funding Requested: $1000
Squad: @shafu