In this paper, specific threats and vulnerabilities within Big Data were explored and the application of modern techniques and tools for data security wa analyzed. Special attention was given to principles such as authentication, encryption and protection against brute force and SQL injection attacks. Additionallz, the implementation of securit mechanisms was demonstrasted thtough the example of a web application.