How to Make an Intrusion Detection SystemAware of Steganographic Transmission. - Tomasz Koziak; Katarzyna Wasielewska; Artur Janicki (EICC, 2021)

Federated Learning-Based In-Network Traffic Analysis on IoT Edge. - Mingyuan Zang; Changgang Zheng; Tomasz Koziak; Noa Zilberman; Lars Dittmann (IFIP Networking, 2023)

Federated In-Network Machine Learning for Privacy-Preserving IoT Traffic Analysis. - Mingyuan Zang; Changgang Zheng; Tomasz Koziak; Noa Zilberman; Lars Dittmann (ACM Trans. Internet Techn., 2024)