Trescakova, D.: Individuals and their rights in the middle of digitalization and technological progress of the society. In:Digitalization and green transformation of the EU : conference book of proceedings. - Osijek : Josip Juraj Strossmayer University of Osijek, 2023. - ISBN 9789538109546. S. 315-333, online, WoS

Tackling gatekeepers’ self-preferencing practices / Christophe Samuel Hutchinsona and Diana Treščáková. In: European Competition Journal. - ISSN 1744-1056. Roč. 18, č. 3 (2022), s. 567-590. SCOPUS;

The challenges of personalized pricing to competition and personal data protection law / Christophe Samuel Hutchinson, Diana Treščáková. - recenzované. In: European Competition Journal. - ISSN 1744-1056. Roč. 18, č. 1 (2022), s. 105-128. 10.1080/17441056.2021.1936400 DOI;DOI; SCOPUS;

Proposals for the digital markets act and digital services act – broader considerations in context of online platforms [elektronický zdroj] / Simona Rudohradská, Diana Treščáková, In: EU 2021 – the future of the eu in and after the pandemic : International Scientific Conference : Conference book of proceedings. - Osijek : Sveučilište Josipa Jurja Strossmayera u Osijeku, 2021. - ISBN 24599425. - S. 487-500, online, WoS

Big tech’s acquisition challenge to EU merger control / Christophe Samuel Hutchinson, Diana Trescakova ... [et al.] In: European Competition Journal. - ISSN 1744-1056. Roč. 19, č. 2 (2023), s. 226-245. 10.1080/17441056.2023.2193454 DOI;DOI; SCOPUS; 2023 CiteScore=1,5; 2023 SJR=0,223; 2023 SNIP=0,203; 2023 Q2(Law) Scimago; 2023 Q3(Economics, econometrics and finance (miscellaneous)) Scimago

APVV-17-0561 Human Rights and Ethical Aspects of Cyber Security, 08/2018-07/2022 - co-worker

Cyberspace currently offers new opportunities but is also a source of new threats, both for individuals and for society as a whole. The project focuses on the interdisciplinary study of the phenomenon of cyberspace and the security of conducting activities within it. Its aim is to identify an adequate balance in protecting fundamental rights and freedoms in the field of cybersecurity, particularly in the management and resolution of security incidents within the proactive and reactive activities of CSIRT units, and to subsequently convey the findings to these units in the form of recommendations and methodological guidelines. At the same time, the project focuses on research activities that support the proactive and reactive operations of CSIRT units. Since technological development and the threats arising from it evolve faster than legal responses, ethical standards of conduct play an irreplaceable role in the recommendations and methodological guidelines prepared. The means to achieve the project’s objective—respecting human rights and freedoms in the field of cybersecurity—is to create a “human rights and ethical framework” for managing and addressing cybersecurity risks for CSIRT units, as well as a “human rights and ethical framework” for research activities in the field of cybersecurity.

APVV-19-0424 Innovative corporation: intra-corporate trasformations, digital challenges and the rise of artificial intelligence,07/2020-06/2024, co-worker

Currently, the EU's primary objective is to create a single internal market that will be open to entrepreneurs in each Member State and will not create any barriers to their establishment in the EU. This strategy also includes the creation of a single digital market. It is therefore necessary that corporations planning to go hand in hand with current trends are modernized so as not to fall behind other competitors in a competitive battle. Transformation and modernization of companies must be carried out following the pattern of current legal norms, with emphasis on the corporate relations, as well as the pattern of rapidly evolving technological innovations and information technologies. The subject of the interest of researchers is to set up the property relations within the corporations through individual corporate forms and the choice between own and foreign sources of financing, both in terms of national and European measures. Given the gradual importance of modern information and communication technologies, digital corporate transformation is essential to ensure their competitive position at world level. The research team will also focus on cyber security issues that are imminent with the digitalizaion ot the business enviroment. The main aim of the proposed project is to propose changes of legislation in the field of corporate law in accordance with the conditions for the competitive and innovative business environment in the era of digitalization and artificial intelligence, and to formulate recommendations and directives for the implementing subject as regards the effective existence of companies in the current innovative environment. The Slovak Chamber of Commerce and Industry, as an independent representative of the market economy, is a suitable entity to provide input to project solving as well as subsequent implementation and dissemination of project outputs.

APVV-21-0336: Analysis of Judicial Decisions using Artificial Intelligence 01.07. 2022 - 30.06. 2026 - co - worker

The use of artificial intelligence and innovative technologies in the public sector for judicial decision-making is currently a subject of interest within the European Union, as declared in several official documents. Judicial decision-making by the competent courts requires knowledge of legal principles, legal doctrines, and an understanding of legal texts. For these reasons, the research objectives of this project focus on extracting knowledge from the texts of court decisions of the Slovak Republic and their automated analysis.

Specifically, the first research objective is to identify and extract the attributes and relationships of court decisions and to create a pilot search tool for retrieving relevant decisions. The second research objective focuses on analyzing the attributes extracted from court decisions in relation to legal institutes and legal principles in practical application, as well as to the methods of evidence presentation in court proceedings.

The project team includes researchers in the fields of legal theory, ICT law, procedural law, data analysis, computer science, and natural language processing.

VV-MVP-24-0038: Analysis of liability for Internet torts with machine learning methods, 01.03. 2025 - 31.12. 2028, co - worker

The incidence of unlawful conduct in the digital environment of the Internet is continuously increasing. The publication of illegal content or other unlawful activities carried out online are becoming part of everyday reality. Such conduct has the potential to meet the elements of numerous private-law or public-law offences. In this context, many questions often arise, particularly regarding how to regulate the liability of the actors engaging in such unlawful activities. Discussions concern not only the liability of the perpetrators themselves (individual users) but also the possibility of establishing the liability of intermediaries whose services are used for unlawful conduct.

The main objective of the project is therefore to analyze liability for private-law and public-law offences committed in the digital environment and the means of sanctioning them, based on an examination of relevant legal sources and with the proposal and application of machine learning methods in this context. The project foresees the creation of a separate coded or annotated dataset of legal texts (especially court decisions and decisions of other public authorities) concerning offences committed on the Internet, based on data analysis of legal texts with the implementation of machine learning methods into this process.

Competence Center for Cybersecurity at Pavol Jozef Šafárik University in Košice (KC CS UPJŠ)“, ŽoPPM 17R05-04-V01-00007 - january 2025 – march 2026, co - worker

The aim of the project is to establish the Competence Center for Cybersecurity at Pavol Jozef Šafárik University in Košice (CC CS UPJŠ). Within this competence center, all mandatory and optional activities are carried out, focusing on education, research, and expert work in the fields of information and cybersecurity, data protection, cybercrime, and protection against disinformation. At the same time, CC CS UPJŠ engages in international cooperation with academic partners abroad and provides consultations to support the preparation and submission of projects in the field of cybersecurity.