DySan: Dynamically Sanitizing Motion Sensor Data Against Sensitive Inferences through Adversarial Networks

Author:

Boutet Antoine1,Frindel Carole2,Gambs Sébastien3,Jourdan Théo2,Ngueveu Rosin Claude3

Affiliation:

1. Univ Lyon, INSA Lyon, Inria, CITI, Lyon, France

2. Univ Lyon, INSA Lyon, CNRS, Inserm, CREATIS UMR 5220, Lyon, France

3. Université du Québec à Montréal, Montréal, PQ, Canada

Funder

Canada Research Chair program

FQRNT Program AUDACE

NSERC Discovery Grant

Office of the Privacy Commissioner of Canada

ANR (Agence Nationale de la Recherche)

Publisher

ACM

Reference38 articles.

1. A. Abadleh E. Al-Hawari E. Alkafaween and H. Al-Sawalqah. 2017. Step detection algorithm for accurate distance estimation using dynamic step length. In MDM. 324--327. A. Abadleh E. Al-Hawari E. Alkafaween and H. Al-Sawalqah. 2017. Step detection algorithm for accurate distance estimation using dynamic step length. In MDM. 324--327.

2. SenseGen: A deep learning architecture for synthetic sensor data generation

3. C. BenAbdelkader R. Cutler and L. Davis. 2002. Stride and cadence as a biometric in automatic person identification and verification. In IEEE FGR. 372--377. C. BenAbdelkader R. Cutler and L. Davis. 2002. Stride and cadence as a biometric in automatic person identification and verification. In IEEE FGR. 372--377.

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