What Is Synthetic Data? The Good, the Bad, and the Ugly
If you need to anonymize a dataset (structured, possibly linked tables), I recommend clickhouse-obfuscator - a tool designed specifically for this purpose: <a href="https:&#x2F;&#x2F;clickhouse.com&#x2F;blog&#x2F;five-methods-of-database-obfuscation" rel="nofollow">https:&#x2F;&#x2F;clickhouse.com&#x2F;blog&#x2F;five-methods-of-database-obfusca...</a><p>Quick Start:<p><pre><code>    curl https:&#x2F;&#x2F;clickhouse.com&#x2F; | sh
    .&#x2F;clickhouse obfuscator --help
</code></pre>
Source code:<p><a href="https:&#x2F;&#x2F;github.com&#x2F;ClickHouse&#x2F;ClickHouse&#x2F;tree&#x2F;master&#x2F;programs&#x2F;obfuscator">https:&#x2F;&#x2F;github.com&#x2F;ClickHouse&#x2F;ClickHouse&#x2F;tree&#x2F;master&#x2F;program...</a><p>It does not use differential privacy.