In this repository we implement methods for Side Channel Attacks using power consumption traces (we mostly consider the ones from DPAv2 and DPAv4.2 contest).

Our approach consists in using wavelet functions for preprocessing procedures, such as traces de-noising, compressing or for pattern recognition.

As for the actual attacks, we would like to integrate the potential of the aforementioned numerical methods with Machine Learning in order to automate the process of key recovery.