Projet BioQOP: Optimizing queries to video surveillance data under privacy constraints for a distributed architecture

Date: 
01/01/2018 to 01/01/2020

The BioQOP project deals with an architecture where a facial recognition system is distributed on several nodes.

The innovation is to train each of these nodes in such a way that:
(1) Individually, each node has a weak distinguishability capability;
(2) Taken as a whole, the performance of the system, once all results are gathered, is optimal in terms of biometric recognition accuracy (under the privacy constraints).

Biometric data processing is realized with deep convolutional neural networks (CNNs). Thanks to property (1), an adversary who has access to one node is not able to effectively exploit the underlying CNN signature for classifying biometric data. We plan to measure privacy loss thanks to Differential Privacy techniques. Furthermore, during the BioQOP project, we want to design optimization techniques for accessing and querying costly resources – the cost here being the required differential privacy budget.

Week: 
Friday, 2 November, 2018

News

A Holistic framework: Business Process Re-engineering and functional toolkit for GDPR compliance

BPR4GDPR is one of the GDPR cluster projects that will provide a holistic framework able to support end-to-end GDPR-compliant intra- and interorganisational ICT-enabled processes at various scales, while also being generic enough, fulfilling operational requirements covering diverse application domains. Read this to find out more.

Future Events

IAM Online Europe live webinar - AARC Extensions to the REFEDS Assurance Framework
27/06/2019
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AARC is holding a live webinar on 27 June 2019 at 15:00 CEST, that will explain extensions to the REFEDS Assurance Framework and implementations that were devised in the AARC project.

Representation of the State of Hessen to the EU
04/07/2019 to 05/07/2019
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Project CyberSec4Europe (Cyber Security for Europe) is holding it next event - "Representation of the State of Hessen to the EU" in Brussels, Belgium on 4-5 July 2019. 

Other three pilots are invited during CyberSec4Europe meetings.

 

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