Vicenç Torra

Privacy by design in big data: An overview of privacy enhancing technologies in the era of big data analytics

2015 · arXiv (Cornell University)

The extensive collection and processing of personal information in big data analytics has given rise to serious privacy concerns, related to wide scale electronic surveillance, profiling, and disclosure of private data. To reap the benefits …

Integral Privacy Compliant Statistics Computation

2019 · Lecture notes in computer science

Abstract Data analysis is expected to provide accurate descriptions of the data. However, this is in opposition to privacy requirements when working with sensitive data. In this case, there is a need to ensure that …