In this paper, we deal with the problem of acquiring statistics on the movements of vehicles in a given environment yet preserving the identity of drivers involved. To do this, we have designed a system based on an embedded board, namely Beaglebone Black, equipped with a Logitech C920 webcam with H.256 hardware encoder. The system uses JavaANPR to acquire snapshots of cars and recognize license plates. Acquired plate numbers are anonymized by the use of hash functions to obtain plate digests, and the use of a salt prevents plate number discovery from its digest (by dictionary or brute force attacks). A recovery algorithm is also run to correct possible errors in plate number recognition. Finally, these anonymized data are used to extract several statistics, such as the time of permanence of a vehicle in the environment.

A system for privacy-preserving analysis of vehicle movements

Nocera A.;
2018-01-01

Abstract

In this paper, we deal with the problem of acquiring statistics on the movements of vehicles in a given environment yet preserving the identity of drivers involved. To do this, we have designed a system based on an embedded board, namely Beaglebone Black, equipped with a Logitech C920 webcam with H.256 hardware encoder. The system uses JavaANPR to acquire snapshots of cars and recognize license plates. Acquired plate numbers are anonymized by the use of hash functions to obtain plate digests, and the use of a salt prevents plate number discovery from its digest (by dictionary or brute force attacks). A recovery algorithm is also run to correct possible errors in plate number recognition. Finally, these anonymized data are used to extract several statistics, such as the time of permanence of a vehicle in the environment.
2018
978-3-319-67635-7
978-3-319-67636-4
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11571/1349367
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