конфіденційність

Subjective Human Rights in the Digital Age

In today’s world, where technology is developing at an incredible speed, automated information collection systems have become an integral part of our lives. They affect various aspects of society, including subjective human rights. This impact can be viewed from several perspectives. First of all, it is the significant advantages of automated systems. Such information collection systems significantly increase efficiency and accuracy in many areas. They allow for the rapid processing of large amounts of data, which facilitates informed decision-making.

Analysis of Effectiveness and Vulnerabilities of Privacy-Preserving Methods Using K-Anonymity, L-Diversity, and T-Closeness as Examples

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.

Large Language Models and Personal Information: Security Challenges and Solutions Through Anonymization

ctive methods to protect personal data in online texts. Existing anonymization methods often prove ineffective against complex LLM analysis algorithms, especially when processing sensitive information such as medical data. This research proposes an innovative approach to anonymization that combines k-anonymity and adversarial methods. Our approach aims to improve the efficiency and speed of anonymization while maintaining a high level of data protection.

Digital Forensics in the Context of Digitalisation of Modern Society

The author substantiates the relevance of digital forensics in the context of digitalisation of modern society, notes the active use of digital technologies in solving various types of illegal activities in the field of computer information, and defines the concepts of “digital trace” and “digital forensics”.

BLOCKCHAIN AND BIOMETRICS: CHALLENGES AND SOLUTIONS

Blockchain technology has garnered significant attention in recent years due to its ability to revolutionize conventional processes by providing faster, more secure, and cost-effective solutions. This study explores the symbiotic relationship between blockchain and biometrics, investigating how these technologies can mutually reinforce each other. The research makes a dual contribution: firstly, it comprehensively analyses blockchain and biometrics, highlighting their convergence's potential advantages and obstacles.

Principles of mediation as an alternative method to ensure human and citizen’s rights

The article is devoted to the analysis of principles of mediation as an alternative method to ensure human and citizen’s rights, enshrined in the Law of Ukraine “On mediation”, their relationships and interdependence. The research methodology includes a complex analysis and consolidation of the available scientific and theoretical materials, as well as shaping the corresponding conclusions. In the process of the research conducting, the authors used methods of scientific cognition: terminological, logical and semantic, functional, system and structural, logical and normative.