Le partage des données de façon confidentielle préoccupe un bon nombre d’acteurs, peu importe le domaine. La recherche évolue rapidement, mais le manque de solutions adaptées à la réalité d’une entreprise freine l’adoption de bonnes pratiques d’affaires quant à la protection des renseignements sensibles. Nous proposons dans ce mémoire une solution modulaire, évolutive et complète nommée PEPS, paramétrée pour une utilisation dans le domaine de l’assurance. Nous évaluons le cycle entier d’un partage confidentiel, de la gestion des données à la divulgation, en passant par la gestion des forces externes et l’anonymisation. PEPS se démarque du fait qu’il utilise la contextualisation du problème rencontré et l’information propre au domaine afin de s’ajuster et de maximiser l’utilisation de l’ensemble anonymisé. À cette fin, nous présentons un algorithme d’anonymat fortement contextualisé ainsi que des mesures de performances ajustées aux analyses d’expérience. / Privacy-preserving data sharing is a challenge for almost any enterprise nowadays, no matter their field of expertise. Research is evolving at a rapid pace, but there is still a lack of adapted and adaptable solutions for best business practices regarding the management and sharing of privacy-aware datasets. To this problem, we offer PEPS, a modular, upgradeable and end-to-end system tailored for the need of insurance companies and researchers. We take into account the entire cycle of sharing data: from data management to publication, while negotiating with external forces and policies. Our system distinguishes itself by taking advantage of the domain-specific and problem-specific knowledge to tailor itself to the situation and increase the utility of the resulting dataset. To this end, we also present a strongly contextualised privacy algorithm and adapted utility measures to evaluate the performance of a successful disclosure of experience analysis.

Abstract, Keywords The thesis concerns itself with the analysis of Czech legislation currently in effect with respect to the right to know one's origin. Discussed are the contents of this right, the legislation's addressees, Article 7 of the Convention on the Rights of the Child including the reservations to it made by the Czech Republic. The affected Czech regulations and their reforms are also talked about. Attention is also given to the issue of determining one's parentage. The bulk of the thesis is made up of analyzing the issues of assisted reproduction, surrogacy, adoption, anonymized and confidential childbirths, and baby boxes in regard to protecting the right to know one's origin. The thesis aims to critically evaluate current legislation, point out its shortcomings and suggest possible future development as the right to know one's origin isn't currently being given enough attention. Some of the aforementioned institutes aren't set out in law at all, others give preference to the anonymity of the child's biological parents. Adoption has recently seen some positive development with the recodification of the civil law, however even this is an area that leaves a lot to be desired as there still are certain faults and deficiencies of the legislation. Keywords: Right to know one's origin, assisted...