# Personal Data: Thinking Inside the Box

arXiv: https://arxiv.org/abs/1501.04737 · HTML: https://mlsanity.com/paper/1501.04737/

## Key facts

- Cited by 4 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 20 Jan 2015.

## Built on by (most cited first, 4 of 4)

- [Distributed data analytics](https://mlsanity.com/paper/2203.14088/) (2022)
- [Towards Computer-Using Personal Agents](https://mlsanity.com/paper/2503.15515/) (2025)
- [An Architecture for Spatial Networking](https://mlsanity.com/paper/2507.22687/) (2025)
- [Trustworthy AI in Digital Health: A Comprehensive Review of Robustness and Explainability](https://mlsanity.com/paper/2608.02238/) (2026)

## Abstract (arXiv)

We propose there is a need for a technical platform enabling people to engage with the collection, management and consumption of personal data; and that this platform should itself be personal, under the direct control of the individual whose data it holds. In what follows, we refer to this platform as the Databox, a personal, networked service that collates personal data and can be used to make those data available. While your Databox is likely to be a virtual platform, in that it will involve multiple devices and services, at least one instance of it will exist in physical form such as on a physical form-factor computing device with associated storage and networking, such as a home hub.