Random number generators in computer security systems have issues with output, quality, and speed. To address this, techniques like hash functions, Fourier transform, wavelet analysis, XOR operation, and additional random sources can be used. Applying wavelet analysis and extra computer power as a random source can improve random sequence generators for better security technology.