Goal: The aim of the course is to provide students with a thorough overview of selected areas
of artificial intelligence, as well as to acquire practical and methodological knowledge and skills
related to the application of artificial intelligence methods and algorithms. This includes the
ability to evaluate performance and select appropriate techniques for a given problem area.
Students should be able to assess the quality of the results of such techniques
Course description: The course introduces the fundamentals of machine learning and neural
networks, and provides insights into various areas of cybersecurity where artificial intelligence based techniques can be applied to achieve more effective solutions. The course covers the
following areas of cybersecurity: threats and defensive techniques related to electronic mail, malware analysis, and intrusion detection.