Abstract In the past years, a growing interest in the use of electrochemical noise (EN) for corrosion studies has been seen in the main literature. As a result, several methods for analyzing noise data have been developed. In this paper, a review of the investigative possibilities offered by EN in the field of corrosion is given. All the experimental data reported are from research projects developed in our laboratory where, for more than 15 years, EN has been applied to the solution of different corrosion problems and some dedicated software have been developed for EN data analysis (fast Fourier transform-maximum entropy method, power spectral density slope detection and discriminant analysis). Much attention will be given to the use of statistical parameters and their significance in terms of corrosion behavior of the electrode. Moreover, the use of experimental care to have meaningful data will be highlighted.