Abstract
<jats:p>This scientific article examines conceptual approaches to combating crime directly in the context of digital transformation, including an analysis of the process of integrating advanced technologies into the theory and practice of criminal law. The potential of using big data analytics, as well as various predictive modeling tools, is being explored in order to identify hot spots of criminal activity, including crime prevention. Attention is being paid to the implementation of artificial intelligence systems in direct investigative activities, which include the intelligent analysis of various social networks to de-anonymize criminal structures. Various ethical as well as legal dilemmas that arise when the interests of public safety collide, as well as the constitutional rights of citizens to privacy, including the protection of personal data, are examined in detail. The prospects of international cooperation, as well as the creation of unified cybersecurity strategies, are being considered.</jats:p>