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Angular application with leaflet.js for visualization of private route data from de4l-private-routes-backend. Application communicate via REST with backend, so another backend could also provide data.
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Spring Boot Backend for Private Routes Application
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This repository serves REST endpoints to access multiple privacy algorithms.
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A Julia implementation of Constructivist Machine Learning (conML)
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Library for working with points and routes based on geographic coordinates. Provides convenience methods for importing and preprocessing de4l (https://de4l.io) specific datasets.
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A static web site with CI implementation.
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This package enables to create a custom grid to analyze the distribution of geographical routes in an area.
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Privacy algorithm for geolocation
This algorithm adds noise onto a geographical point to guarantee geo-indistinguishability based on differential privacy defined by the privacy budget epsilon.
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Algorithm to detect places of interest (POI) in trajectories, according to Primault, V. (2018) Practically Preserving and Evaluating Location Privacy.
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Privacy algorithm for geolocation
This algorithm is also known as "speed smoothing LPPM". It protects Points Of Interest (POI) via alpha parameter.
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