Banks are fundamental institutions in both national and global financial systems. Also, banks have extensive implications on the rest of the economy. Therefore, risk management in the banking sector is a highly significant process. When making a search with the keywords “risk management” and “banking sector” in the Web of Science database, a total of 377 articles are identified between the years 2004 and 2024. The annual publication counts in the last five years are as follows: 41 publications in 2020, 27 publications in 2021, 33 publications in 2022, 37 publications in 2023, and 7 publications in 2024. In the subject, China has the highest number of publications with 30 studies. Following them, India has 25 articles, while England and USA have 24 articles each. Turkey ranks nineth with 16 articles. The articles are published in the branches of science which are economics (122), business finance (121), management (61), business (58) et al. However, the keyword analysis reveals that the most frequently used keywords are “risk management”, “banking sector”, “credit risk”, “banks”, “banking” and “risk”.