GLOSSARY · AI SECURITY
Synthetic data
Synthetic data is artificially generated data that mimics the statistical properties of real data, used for training or testing when real data is scarce, sensitive, or regulated.
It can reduce privacy exposure and fill gaps in training sets, though poorly generated synthetic data can encode the flaws of its source or degrade model quality.