Ransomware Detection using Markov Chain Models over File Headers. - Nicolas Bailluet; Hélène Le Bouder; David Lubicz (SECRYPT, 2021)

The Closer You Look, The More You Learn: A Grey-box Approach to Protocol State Machine Learning. - Chris McMahon Stone; Sam L. Thomas; Mathy Vanhoef; James Henderson; Nicolas Bailluet; Tom Chothia (CCS, 2022)