P3S: Pertinent privacy-preserving scheme for remotely sensed environmental data in smart cities
Sensing devices, high-performance networking, and privacy preservation algorithms have
important roles to play in remotely sensed environmental data in smart cities. The data …
important roles to play in remotely sensed environmental data in smart cities. The data …
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 …
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
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 …
fueled by legal and technical means such as smart disclosure, data portability and data …
Handling Dropouts in Federating Learning with Personal Data Management Systems
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 …
fueled by legal and technical means such as smart disclosure, data portability and data …
DISSEC-ML˸ towards distributed and secured machine learning in the personal cloud
J Mirval - 2024 - theses.hal.science
Initiatives such as the Blue/Green Button, MesInfos, MiData and new regulations such as the
GDPR at the European level aim to enable individuals to retrieve their personal data from …
GDPR at the European level aim to enable individuals to retrieve their personal data from …
Towards a federated learning approach for privacy-aware analysis of semantically enriched mobility data
Today, Artificial Intelligence is still facing a major challenge which is the fact of handling and
strengthening data privacy. This challenge rises from the collected data which are …
strengthening data privacy. This challenge rises from the collected data which are …
Mitigating Leakage from Data Dependent Communications in Decentralized Computing using Differential Privacy
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 …
common good to produce socially useful information, resulting from data analytics or …
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 …
Personal Cloud paradigm is emerging through a myriad of solutions offered to users to let …