A systematic literature review was conducted to examine anomaly detection methods. A paper was written on the results in which techniques and trends are reviewed and research gaps are identified. The paper was accepted at the “2022 3rd International Conference on Pattern Recognition and Machine Learning (PRML 2022)” and will be presented from July 15-17 and subsequently published (link to paper follows). Attendance at the conference will be virtual due to the current situation.