Technical
fully synthetic
Synthetic dataset containing no preserved real records.
Definition
A form of synthetic data in which no original individual records are preserved or directly carried over into the output; all records are generated de novo by the generation model. The Guide focuses on fully synthetic structured/tabular data as distinct from approaches that retain real data values.
Related Terms
partially synthetic
Synthetic data where some original values are retained....
Synthetic Data (Compliance Use)
Artificially generated data used to satisfy regulatory requirements while protecting privacy....
re-identification risk
Probability an individual in source data can be matched to synthetic records....
Synthetic output
Content generated wholly or partly by AI that may mimic human output....
Generative artificial intelligence
AI that produces synthetic content emulating its training data....