Several technologies can reduce privacy risk when used properly:

  • Encryption protects data in transit and at rest.
  • Differential privacy adds statistical noise so aggregate results do not reveal individuals.
  • Aggregation and on-device processing limit how much individual data leaves the user’s device.

These tools help, but none guarantees compliance on its own. For example, moving tracking from the browser to a server (“server-side” tagging) changes where data is processed but does not by itself reduce privacy obligations. Their effectiveness depends on implementation, and legal requirements still apply.