presidio
private-ai
| presidio | private-ai | |
|---|---|---|
| 5 | 2 | |
| 3,102 | 4 | |
| 4.1% | - | |
| 8.9 | 10.0 | |
| 4 days ago | over 4 years ago | |
| Python | Jupyter Notebook | |
| MIT License | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
presidio
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You can't build a moat with AI
Perhaps de-identification before training could be helpful here.
Microsoft does seem active in this, e.g. https://microsoft.github.io/presidio/
- Presidio – Data Protection and De-Identification SDK
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Show HN: Cape API – Keep your sensitive data private while using GPT-4
Something like https://github.com/microsoft/presidio for stripping out PII might fill the role I expected https://github.com/capeprivacy/private-ai to do.
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Handling PII data in Azure
Depending on your use case, you may want to check out Presidio as well. It’s a Microsoft product for PII scrubbing. Perfect for ADF and Synapse pipelines.
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Data Anonymization
There's an API from Microsoft, named Presidio which is used for Anonymization. This is the Github link.
private-ai
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Show HN: Cape API – Keep your sensitive data private while using GPT-4
Something like https://github.com/microsoft/presidio for stripping out PII might fill the role I expected https://github.com/capeprivacy/private-ai to do.
What are some alternatives?
DataProfiler - What's in your data? Extract schema, statistics and entities from datasets
cape-dataframes - Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.
exodus - Platform to audit trackers used by Android application
databunker - A secure user directory built for developers to comply with the GDPR [Moved to: https://github.com/securitybunker/databunker]
Databunker - Secure SDK/vault for personal records/PII built to comply with GDPR
techbench-json-dump - Dump Tech Bench metadata to a JSON file.
PrivacyEngCollabSpace - Privacy Engineering Collaboration Space
transformer-smaller-training-vocab - Temporary remove unused tokens during training to save ram and speed.
randomizer - Gluetun VPN Randomizer
Metadata-Remover - A simple Metadata Removal Tool for images and videos using exiftool and ffmpeg in C and Python3.