Different security tools are needed for the security of mobile devices. Random number generators are an important tool for security applications. In this paper, a robust true random number generator algorithm has been proposed for mobile devices. An application of the algorithm is shown in two-level authentication application. Security analysis shows that proposed algorithm has good performance characteristics.