Do we need to use metadata to feed our model?
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Do we need to use metadata to feed our model?
- Metadata provides information about one or more aspects of the data. Think about: date, time, author, file size, etc. Source: Wikipedia
- Metadata is also considered personal data and it can contain sensitive information.
If you answered Yes then you are at risk
If you are not sure, then you might be at risk too
Recommendations
- Make sure you are allowed to use this data.
- Verify the data sources.
- Consider using anonymisation techniques.