apache / apache/parquet-java

Data obfuscation layer for encryption

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Component: Parquet Priority: Major Type: enhancement
Dominant language
Java
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Description

Data obfuscation in sensitive columns - for users without access to column encryption keys.
1. Implement on top of [basic Parquet encryption](https://github.com/apache/parquet-format/blob/encryption/Encryption.md) 
1. Built-in support for multiple masking mechanisms, with different trade-off between data utility, leakage, and size/throughput overhead
1. Provide interface for plug-in custom masking mechanism
1. Enable storing multiple masked versions of the same column in a file
1. Provide readers with explicit list of column’s masked versions in a file
1. Enable readers to select a masked version of a column
1. Stretch: Implement tools for analysis of file data privacy properties and information leakage
1. Stretch: Leverage privacy analysis tools for tuning file data anonymity
1. Optional: Support aggregated obfuscation

**Reporter**: [Gidon Gershinsky](https://issues.apache.org/jira/secure/ViewProfile.jspa?name=gershinsky) / @ggershinsky
**Assignee**: [Gidon Gershinsky](https://issues.apache.org/jira/secure/ViewProfile.jspa?name=gershinsky) / @ggershinsky
#### Related issues:
- [Parquet modular encryption](https://github.com/apache/parquet-java/issues/2110) (depends upon)
#### PRs and other links:
- [discussion googledoc](https://docs.google.com/document/d/1LMs74uhqvMNJacBySPnWq6tM8qIpgcIZz444c7vfibM/edit?usp=sharing)

**Note**: *This issue was originally created as [PARQUET-1376](https://issues.apache.org/jira/browse/PARQUET-1376). Please see the [migration documentation](https://issues.apache.org/jira/browse/PARQUET-2502) for further details.*

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