Camcorders today are no longer considered simple tools that allow us to digitally capture unforgettable moments and memories. These devices, currently, are being used by different entities, companies, institutions and individuals to control and monitor under a physical security management system that gives them a clarity of the existing landscape around them, as well as obtaining clear evidence that compromise their reputation and identification of internal or foreign individuals to them. The analysis of the present project evaluated to reveal the causes of the main problem in the face of the imminent growth in the number of university students who copy during the development of online exams. In accordance with the aforementioned, in this research project we propose the use of advanced image analysis that through learning models manage to detect suspicious behavior pat-terns in real time that will alert students in case of plagiarism.