Descrizione del progetto
Salvaguardare la privacy nell’elaborazione analitica dei dati
La crescita delle aziende dipende in misura sempre maggiore dall’analisi dei dati, ma i consumatori sono sempre più preoccupati per la sicurezza delle loro informazioni personali. Con l’entrata in vigore del regolamento generale europeo sulla protezione dei dati, è necessario che le imprese adottino tecnologie che garantiscano la privacy dei dati personali dei clienti, soprattutto quando l’elaborazione analitica dei dati viene effettuata da terze parti non affidabili. Per affrontare questo problema, il progetto PAPAYA, finanziato dall’UE, intende ideare e sviluppare una piattaforma di moduli che protegga la privacy degli utenti su base end-to-end, consentendo al contempo il trattamento dei dati. Ciò permetterà ai proprietari dei dati di estrarre informazioni rilevanti dai dati protetti in modo economico e affidabile.
Obiettivo
The valuable insights that can be inferred from analytics of data generated and collected from a variety of devices and applications are transforming businesses and are therefore one of the key motivations for organisations to adopt such technologies. Nevertheless, the data being analysed and processed are highly sensitive and put the individuals’ rights to privacy at risk. With the imminent arrival of the European General Data Protection Regulation (GDPR), companies are coerced to adopt privacy enhancing technologies that, on the one hand, protect data to ensure their clients’ privacy and on the other hand, allow their processing while keeping them meaningful, useful, and protected at the same time.
The PAPAYA project aims at addressing the privacy concerns when data analytics tasks are performed by untrusted third-party data processors. Since these tasks may be performed obliviously on protected data (i.e. encrypted data), the PAPAYA will design and develop dedicated privacy preserving data analytics primitives that will enable data owners to extract valuable information from this protected data, while being cost-effective and accurate.
The PAPAYA project will consider compliance with the GDPR as a key enabler to provide solutions that minimize the privacy risks while increasing trust in third-party data processors by means of auditing and visualization modules (a dashboard). The PAPAYA primitives as well as the dashboard will be combined in an integrated platform that will be designed, implemented and validated through a set of use cases reflecting relevant real world applications (namely, healthcare analytics and web & mobile data analytics).
Campo scientifico
- natural sciencescomputer and information sciencescomputer securitydata protection
- social scienceseconomics and businessbusiness and managementinnovation management
- natural sciencescomputer and information sciencescomputer securitycryptography
- social sciencessociologyanthropologyscience and technology studies
- natural sciencescomputer and information sciencesartificial intelligencecomputational intelligence
Parole chiave
Programma(i)
Invito a presentare proposte
Vedi altri progetti per questo bandoBando secondario
H2020-DS-SC7-2017
Meccanismo di finanziamento
IA - Innovation actionCoordinatore
06410 Biot
Francia