Original document

Data in document requiring anonymization
- City
- Date
- Barcode
- KRS
- NIP
- Stamp
- Street Number
Preliminary classification using artificial intelligence
Automatically classified data
- City
- Date
- Barcode
- KRS
- NIP
- Street Number
Table of contents
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The ethics of data anonymization revolves around balancing privacy protection with the need for data utility in AI and research. While anonymization safeguards individuals’ identities, it raises concerns about de-anonymization risks, consent, transparency, and the fair use of data in AI systems.
The ethics of data anonymization revolves around balancing privacy protection with the need for data utility in AI and research. While anonymization safeguards individuals’ identities, it raises concerns about de-anonymization risks, consent, transparency, and the fair use of data in AI systems.
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