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SFERA

SFERA

Welcome to SFERA toolkit.

This repository includes the release jar and the code source for SFERA : A toolkit to experiment on re-identification attacks on mobility traces.
You can find in this project:

  • In Release: jar to launch the attack.
  • In SourceV0: source codes.
  • In Technical Report: a technical report written as a paper with additionnal experiments.

This toolkit is a wrap of bigger project Accio

Mobility Dataset Format

One dataset = One directory of mobility traces.

One mobility trace of user = One CSV file named <user_id>.csv

CSV file format = Each line is a record of the mobility trace.

One record = < lattitude >, < longitude >, < timestamp >

Timestamp = Unix time POSIX .

Options

You can see in the table below the list of options. Only one mode at a time can be used.

Option Alt Description type Default
-h --help Print Help / /
-o --output Output path Path /
-d --dataset Dataset Directory path (Full or HMC mode) Path /
-kd --known-data Train Dataset Directory path (HMC, ATK, SD or AC mode) Path /
-ud --unknown-data Test Dataset Directory path (HMC, ATK, SD or AC mode) Path /
-c --cell-size Heat-Map's cell Size of HMC meters 800
-kps --kd-proportion-start Proportion of -d extracted as train (start) [0.0,1.0] 0.0
-kpe --kd-proportion-end Proportion of -d extracted as train (end) [0.0,1.0] 0.5
-ups --ud-proportion-start Proportion of -d extracted as test (start) [0.0,1.0] 0.5
-upe --ud-proportion-end Proportion of -d extracted as test (end) [0.0,1.0] 1.0

Run

$ java -jar  sfera.jar [Options]

Simple minimal usage with default value.

$ java -jar  sfera.jar -d <Dataset directory> -o <output>

Contact

https://mmaouche.github.io/

[email protected]

License

Copyright LIRIS-CNRS (2019) Contributors: Mohamed Maouche [email protected]

This software is a computer program whose purpose is to study location privacy.

This software is governed by the CeCILL-B license under French law and abiding by the rules of distribution of free software. You can use, modify and/ or redistribute the software under the terms of the CeCILL-B license as circulated by CEA, CNRS and INRIA at the following URL "http://www.cecill.info".

As a counterpart to the access to the source code and rights to copy, modify and redistribute granted by the license, users are provided only with a limited warranty and the software's author, the holder of the economic rights, and the successive licensors have only limited liability.

In this respect, the user's attention is drawn to the risks associated with loading, using, modifying and/or developing or reproducing the software by the user in light of its specific status of free software, that may mean that it is complicated to manipulate, and that also therefore means that it is reserved for developers and experienced professionals having in-depth computer knowledge. Users are therefore encouraged to load and test the software's suitability as regards their requirements in conditions enabling the security of their systems and/or data to be ensured and, more generally, to use and operate it in the same conditions as regards security.

The fact that you are presently reading this means that you have had knowledge of the CeCILL-B license and that you accept its terms.

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