Dr. Romain Giot obtained his PhD from University of Caen under the supervision of Pr. Bernadette Dorizzi and Pr. Christophe Rosenberger for his works in keystroke dynamics. He is now associate professor at the University of Bordeaux and he belongs to the LABRI research lab. He is particularly interested in template update for biometric systems and visualization algorithms for very large graphs.