# Location Privacy in Conservation

## TL;DR

This paper explores how geo-indistinguishability can protect endangered species location data by adding noise, balancing conservation needs with privacy against misuse by wildlife criminals.

## Contribution

It introduces the application of geo-indistinguishability to conservation data, providing a formal privacy framework for spatial data sharing.

## Key findings

- Geo-indistinguishability effectively obscures sensitive location data.
- A quantifiable tradeoff exists between data utility and privacy.
- The approach enhances conservation efforts while preventing misuse.

## Abstract

The growing public nature of academic journals along with current best practices of sharing primary data for scientific research are profoundly valuable for the understanding of a species and their conservation efforts. On the other hand, public spatial data on endangered species may be easily abused by wildlife criminals. In this paper, we discuss how geo-indistinguishability, a formal notion of privacy for location-based systems, can be used to add noise to published spatial data whilst allowing quantification of such tradeoff.