PEPR '25: 2025 USENIX Conference on Privacy Engineering Practice and Respect

Rajkishan Gunasekaran and Rituraj Kirti, Meta


Meta has developed several streamlined workflows to enable developers to deploy purpose-limitation technology. Adoption of this technology can, however, often become challenging, both because of the scale at which Meta operates and the deep privacy domain knowledge and platform expertise required for efficiently implementing solutions.

This presentation will walk through how Meta leverages Generative AI and automation for scalable deployment of purpose limitation technology and guiding developers into building durable privacy solutions. We will discuss the architecture of the tooling behind key Privacy Workflows at Meta, such as annotating assets, reviewing data flows, and preventing regressions, and how we use Generative AI to accelerate decision-making for developers at every step of the way.


https://www.usenix.org/conference/pepr25/presentation/gunasekaran