Titulo Estágio
Data privacy in the Cloud
Áreas de especialidade
Comunicações, Serviços e Infraestruturas
Local do Estágio
Portugal, Coimbra || Prague, Czech Republic
Enquadramento
Various research efforts would benefit from the ability to exchange and share information (traces with packet payloads, or other detailed system logs) to enable more data-driven research. Protection of the sensitive content is crucial for extensive information sharing. Kencl and Loebl (2009) [see reference] presented a method of information concealing, based on introduction and maintenance of families of repeats. The structure of repeats in DNA constitutes an important obstacle for its reconstruction by hybridisation. A large proportion of eukaryotic genomes is composed of DNA segments that are repeated either precisely or in variant form more than once.
Objetivo
The goal of this MSc proposal is to test the applicability of the method referred above on various data streams and for various big data methods (e.g. hadoop) and investigate its applicability for privacy and confidentiality protection in various scenarios (spam filtering, sound and video processing, etc.), while also studying its mathematical properties.
Plano de Trabalhos - Semestre 1
- State of the art analysis
- Study of the applicability of the method to privacy and confidentiality protection
- Definition of approach and validation strategy
- Definition of the detailed work plan for the second semester
- Writing of the intermediate report
Plano de Trabalhos - Semestre 2
- Implementation of the proposed approach
- Validation of the proposed approach
- Writing a paper with the results
- Writing of the final dissertation
Condições
The thesis work will be developed at the University of Coimbra, Portugal, during the first semester and at the Czech Technical University, Prague, Czech Republic
Orientador
Edmundo Monteiro || Lukas Kencl - CVUT lukas.kencl@fel.cvut.cz
edmundo@dei.uc.pt 📩