Probability Analysis of Successful Cyber Attacks in SDN-based Networks. - Mehrdad Hajizadeh; Trung V. Phan; Thomas Bauschert (NFV-SDN, 2018)

Destination-aware Adaptive Traffic Flow Rule Aggregation in Software-Defined Networks. - Trung V. Phan; Mehrdad Hajizadeh; Nguyen Tuan Khai; Thomas Bauschert (NetSys, 2019)

A Novel Impact Analysis Approach for SDN-based Networks. - Beny Nugraha; Mehrdad Hajizadeh; Trung V. Phan; Thomas Bauschert (NetSoft, 2019)

Collaborative Cyber Attack Defense in SDN Networks using Blockchain Technology. - Mehrdad Hajizadeh; Nima Afraz; Marco Ruffini; Thomas Bauschert (NetSoft, 2020)

An Unsupervised Ensemble Learning Approach for Novelty-based Botnet Detectors. - Mehrdad Hajizadeh; Milad Abbaszadeh Jahromi; Thomas Bauschert (CCNC, 2022)

CML-IDS: Enhancing Intrusion Detection in SDN Through Collaborative Machine Learning. - Pegah Golchin; Chengbo Zhou; Pratyush Agnihotri; Mehrdad Hajizadeh; Ralf Kundel; Ralf Steinmetz (CNSM, 2023)

FSA-IDS: A Flow-based Self-Active Intrusion Detection System. - Mehrdad Hajizadeh; Sudip Barua; Pegah Golchin (NOMS, 2023)

Optimal siting and sizing of electrical vehicle parking lots by considering technical constraints. - Mehrdad Hajizadeh; Gevork B. Gharehpetian; Saeid Ghassem Zadeh; Mohammad Tolou Askari (Evol. Intell., 2023)

Agree to Disagree: Exploring Consensus of XAI Methods for ML-based NIDS. - Katharina Dietz 001; Mehrdad Hajizadeh; Johannes Schleicher; Nikolas Wehner; Stefan Geißler; Pedro Casas; Michael Seufert; Tobias Hoßfeld (CNSM, 2024)

Certainly Uncertain: Demystifying ML Uncertainty for Active Learning in Network Monitoring Tasks. - Katharina Dietz 001; Mehrdad Hajizadeh; Nikolas Wehner; Stefan Geißler; Pedro Casas; Michael Seufert; Tobias Hoßfeld (CNSM, 2024)

Verifying the Robustness of Machine Learning based Intrusion Detection Against Adversarial Perturbation. - Ehsan Nowroozi; Rahim Taheri; Mehrdad Hajizadeh; Thomas Bauschert (CSR, 2024)

SSCL-IDS: Enhancing Generalization of Intrusion Detection with Self-Supervised Contrastive Learning. - Pegah Golchin; Nima Rafiee; Mehrdad Hajizadeh; Ahmad Khalil 002; Ralf Kundel; Ralf Steinmetz (IFIP Networking, 2024)

Practical Evaluation of Dynamic Service Function Chaining (SFC) for Softwarized Mobile Services in an SDN-based Cloud Network. - Hanif Kukkalli; Mehrdad Hajizadeh; Thomas Bauschert (NOMS, 2024)

A Comprehensive 5G Dataset for Control and Data Plane Security and Resource Management. - Beny Nugraha; Mehrdad Hajizadeh; Tim Niehoff; Abhishek Venkatesh Jnanashree; Trung V. Phan; Dionysia Triantafyllopoulou; Oliver Krause; Martin Mieth; Klaus Moessner; Thomas Bauschert (CSR, 2025)

Large Language Models in Cybersecurity: State-of-the-Art. - Farzad Nourmohammadzadeh Motlagh; Mehrdad Hajizadeh; Mehryar Majd; Pejman Najafi; Feng Cheng 002; Christoph Meinel (ICISSP (2), 2025)

DeepRed: A Deep Learning-Powered Command and Control Framework for Multi-Stage Red Teaming Against ML-based Network Intrusion Detection Systems. - Mehrdad Hajizadeh; Pegah Golchin; Ehsan Nowroozi; Maria Rigaki; Veronica Valeros; Sebastián García; Mauro Conti; Thomas Bauschert (WOOT, 2025)

A Survey on Privacy and Security in Distributed Cloud Computing: Exploring Federated Learning and Beyond. - Ahmad Rahdari; Elham Keshavarz; Ehsan Nowroozi; Rahim Taheri; Mehrdad Hajizadeh; Mohammadreza Mohammadi; Sima Sinaei; Thomas Bauschert (IEEE Open J. Commun. Soc., 2025)