DenDrift: A Drift-Aware Algorithm for Host Profiling. - Ali Sedaghatbaf; Sima Sinaei; Perttu Ranta-aho; Marko Koskinen (CoRR, 2021)

Learning the Structure of Commands by Detecting Random Tokens Using Markov Model. - Zafar Hussain; Jukka K. Nurminen; Perttu Ranta-aho (ICMLT, 2023)

Training a language model to learn the syntax of commands. - Zafar Hussain; Jukka K. Nurminen; Perttu Ranta-aho (Array, 2024)