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Top 3 Python data-loss-prevention Projects
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presidio
Context aware, pluggable and customizable data protection and de-identification SDK for text and images
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Perhaps de-identification before training could be helpful here.
Microsoft does seem active in this, e.g. https://microsoft.github.io/presidio/
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python data-loss-prevention related posts
- You can't build a moat with AI
- Presidio – Data Protection and De-Identification SDK
- Show HN: Cape API – Keep your sensitive data private while using GPT-4
- Handling PII data in Azure
- Python based cli tool for redacting and un-redacting sensitive data
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Index
What are some of the best open-source data-loss-prevention projects in Python? This list will help you:
Project | Stars | |
---|---|---|
1 | presidio | 3,077 |
2 | gitlab-watchman | 188 |
3 | PyRedactKit | 41 |
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