The course will introduce state-of-the-art methodologies for protecting several data types (e.g., databases, time series, graphs, longitudinal data, and transactional data) via anonymization techniques. Furthermore, the course will provide some insights into attacks on de-anonymization of different data sources in some real-world scenarios.
Learning the theoretical and practical bases of the anonymization of personal data, with a special reference to state-of-the-art techniques for the anonymization of multidimensional data, graphs, time series, longitudinal and transactional data, as well as some legal bases on the protection of personal data.
Lectures, hands-on activities, and individual study.
Provided slides, scientific papers and links to relevant material will be suggested during the course.
Ricevimento: By appointment (in person or online), taken via email.
GASPARE FERRARO (President)
MATTEO DELL'AMICO
MARINA RIBAUDO (President Substitute)
Friday 4th October
The exam consists of the following parts: (i) a written test for admission to the oral examination and (ii) an oral examination during which students will discuss their assignments/project.
The written test, which serves as the admission to the assignments discussion, consists of some closed and open-ended questions related to the topics covered in class. The test allows the evaluation of the student's theoretical knowledge acquired during the course. Once the written test is completed, the schedule for the oral examinations is agreed upon. The written test and the assignments/project discussion take place in the same session.
