snipsco/sda
Secure distributed aggregation of high-dimensional vectors
This project helps organizations aggregate sensitive data, like locally trained machine learning models from mobile phones, without ever exposing individual data points. Participants submit their data, which is then securely combined by a network of 'clerks' and a server. The recipient receives only the final, aggregated sum, ensuring the privacy of all contributors.
No commits in the last 6 months.
Use this if you need to combine data from many sources to get a collective sum, but you cannot or should not see the individual contributions due to privacy concerns.
Not ideal if your aggregation needs are more complex than simple sums or if you require real-time access to individual data points.
Stars
58
Forks
19
Language
Rust
License
—
Category
Last pushed
Mar 31, 2017
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/vector-db/snipsco/sda"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.