Personal database security and trusted execution environments: A tutorial at the crossroads

N Anciaux, L Bouganim, P Pucheral… - Proceedings of the …, 2019 - inria.hal.science
Smart disclosure initiatives and new regulations such as GDPR in the EU increase the
interest for Personal Data Management Systems (PDMS) being provided to individuals to …

Highly distributed and privacy-preserving queries on personal data management systems

L Bouganim, J Loudet, I Sandu Popa - The VLDB Journal, 2023 - Springer
Personal data management system (PDMS) solutions are flourishing, boosted by smart
disclosure initiatives and new regulations. PDMSs allow users to easily store and manage …

Federated learning on personal data management systems: Decentralized and reliable secure aggregation protocols

J Mirval, L Bouganim, I Sandu Popa - Proceedings of the 35th …, 2023 - dl.acm.org
The development and adoption of personal data management systems (PDMS) has been
fueled by legal and technical means such as smart disclosure, data portability and data …

Practical fully-decentralized secure aggregation for personal data management systems

J Mirval, L Bouganim, I Sandu-Popa - Proceedings of the 33rd …, 2021 - dl.acm.org
Personal Data Management Systems (PDMS) are flourishing, boosted by legal and
technical means like smart disclosure, data portability and data altruism. A PDMS allows its …

Handling Dropouts in Federating Learning with Personal Data Management Systems

J Mirval, L Bouganim, I Sandu Popa - … Systems LVI: Special Issue on Data …, 2024 - Springer
The development and adoption of personal data management systems (PDMS) has been
fueled by legal and technical means such as smart disclosure, data portability and data …

DISPERS: Securing highly distributed queries on personal data management systems

J Loudet, I Sandu-Popa, L Bouganim - VLDB 2019-45th …, 2019 - inria.hal.science
Personal Data Management Systems (PDMS) advance at a rapid pace allowing us to
integrate all our personal data in a single place and use it for our benefit and for the benefit …

Mitigating Leakage from Data Dependent Communications in Decentralized Computing using Differential Privacy

R Ladjel, N Anciaux, A Bellet, G Scerri - arXiv preprint arXiv:2112.12411, 2021 - arxiv.org
Imagine a group of citizens willing to collectively contribute their personal data for the
common good to produce socially useful information, resulting from data analytics or …

Privacy-preserving third-party computations on secure personal data management systems

R Carpentier - 2022 - inria.hal.science
The privacy of individuals is constantly undermined by some of the most prominent
companies in the world which centralize vast amounts of personal data. Recent legal means …

Preserving Individual Privacy with Personal Data Management Systems

IS Popa - 2021 - inria.hal.science
Riding the wave of smart disclosure initiatives and new privacy-protection regulations, the
Personal Cloud paradigm is emerging through a myriad of solutions offered to users to let …

Distributed and Privacy-Preserving Personal Queries on Personal Clouds

J Loudet - 2019 - inria.hal.science
In a context where we produce more and more personal data and where we control less and
less how and by whom they are used, a new way of managing them is on the rise: the" …