personal data protection

In the context of the full-scale armed conflict caused by the russian federation's aggression against Ukraine, digital technologies have become an integral part of both hostilities and the daily lives of the civilian population. This poses unprecedented challenges for ensuring and protecting human rights. The article analyzes the key issues arising at the intersection of digital technologies, human rights, and armed conflict in the Ukrainian context.

The article analyzes and compares personal data anonymization methods using k-anonymity, ℓ- diversity, and t-closeness as examples. The aim of the research is to evaluate the effectiveness of these methods in ensuring data privacy and identifying their vulnerabilities to re-identification attacks. The study was performed using the ARX Anonymization Tool on a test dataset containing personal income information.

The author examines contemporary principles of legal regulation regarding the protection of personal data, driven by the relevance of issues directly related to personal data protection, including the proliferation of digitalization in society and daily internet usage. This will make it possible to address the challenges and threats arising within the framework of modern development of civil society and the democratic and legal state in Ukraine, including unauthorized dissemination of personal data on social media, primarily containing negative legal characteristics.