# Privacy Engineering From Principles to Practice: A Roadmap

arXiv: https://arxiv.org/abs/2404.03442 · HTML: https://mlsanity.com/paper/2404.03442/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 4 Apr 2024.

## Built on by (most cited first, 1 of 1)

- [AI-driven Personalized Privacy Assistants: a Systematic Literature Review](https://mlsanity.com/paper/2502.07693/) (2025)

## Abstract (arXiv)

Privacy engineering is gaining momentum in industry and academia alike. So far, manifold low-level primitives and higher-level methods and strategies have successfully been established. Still, fostering adoption in real-world information systems calls for additional aspects to be consciously considered in research and practice.