Image-based CAPTCHA (Completely Automated Public Turing test to tell Computers and Humans Apart) is a security measure designed to prevent automated systems, or bots, from accessing certain online services. This type of CAPTCHA typically requires users to identify and select images that match a particular criterion, such as selecting all images with traffic lights or cars.