Data Analysis Systems in IoE Environments for Managing Privacy and Data Protection: Pseudonymity, De-Anonymization and the Right to Be Forgotten
DOI:
https://doi.org/10.48047/t4gbmd21Keywords:
Privacy, Anonymization, Data Analytics, Big Data.Abstract
One of the most pressing concerns surrounding Big Data is protecting individuals' privacy, as processing massive amounts of data might lead to the exposure of private information. Actually, re-identification via privacy attacks is still possible, even with anonymised data. In order to protect large data analytics systems from re-identification risks, this article lays forth a methodology for anonymization
Downloads
References
Podda, Emanuela. "Big data analysis systems in IoE environments for managing privacy and data protection: pseudonymity, de-anonymization and the right to be forgotten." (2023).
Bolognini, Luca, and Camilla Bistolfi. "Pseudonymization and impacts of Big (personal/anonymous) Data processing in the transition from the Directive 95/46/EC to the new EU General Data Protection Regulation." Computer law & security review 33, no. 2 (2017): 171-181.
Tudor, Valentin, Magnus Almgren, and Marina Papatriantafilou. "The influence of dataset characteristics on privacy preserving methods in the advanced metering infrastructure." Computers & Security 76 (2018): 178-196.
Downloads
Published
Issue
Section
License
This work is licensed under a Creative Commons Attribution 4.0 International License.
You are free to:
- Share — copy and redistribute the material in any medium or format for any purpose, even commercially.
- Adapt — remix, transform, and build upon the material for any purpose, even commercially.
- The licensor cannot revoke these freedoms as long as you follow the license terms.
Under the following terms:
- Attribution — You must give appropriate credit , provide a link to the license, and indicate if changes were made . You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
- No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Notices:
You do not have to comply with the license for elements of the material in the public domain or where your use is permitted by an applicable exception or limitation .
No warranties are given. The license may not give you all of the permissions necessary for your intended use. For example, other rights such as publicity, privacy, or moral rights may limit how you use the material.
