MIDA: Micro-flow Independent Detection of DDoS Attacks with CNNs. - Samuel Kopmann; Hauke Heseding; Martina Zitterbart (ESOCC Workshops, 2022)

HollywooDDoS: Detecting Volumetric Attacks in Moving Images of Network Traffic. - Samuel Kopmann; Hauke Heseding; Martina Zitterbart (LCN, 2022)

eMinD: Efficient and Micro-Flow Independent Detection of Distributed Network Attacks. - Samuel Kopmann; Martina Zitterbart (NoF, 2023)

Toward Joining DDoS Mitigation and Image Segmentation. - Samuel Kopmann; Hauke Heseding; Martina Zitterbart (Datenschutz und Datensicherheit, 2023)

Importance Analysis of Micro-Flow Independent Features for Detecting Distributed Network Attacks. - Samuel Kopmann; Martina Zitterbart (IEEE Trans. Netw. Serv. Manag., 2024)