Sandrine Vaton is a full professor at IMT Atlantique, in the Computer Science department. She is responsible for the Maths & Net research team of the Lab-STICC laboratory (UMR CNRS 6285). Maths & Net is one of the two research teams of the CYR (CyberSecurity and Networks) research pole of Lab-STICC.
Sandrine's research activities mainly concern machine learning for the analysis of data from telecommunication networks or cyber-physical systems. This analysis is applied to the measurement and optimization of performance (quality of service, availability) and to the detection of cyber attacks. From a methodological point of view, Sandrine develops and uses tools from the field of data analysis, with a particular interest in Markovian approaches.