Mehrdad Hajizadeh

According to our database, Mehrdad Hajizadeh authored at least 17 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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

Proceedings of the 19th USENIX WOOT Conference on Offensive Technologies, 2025

Large Language Models in Cybersecurity: State-of-the-Art.

Farzad Nourmohammadzadeh Motlagh, Mehrdad Hajizadeh, Mehryar Majd, Pejman Najafi, Feng Cheng, Christoph Meinel

Proceedings of the 11th International Conference on Information Systems Security and Privacy, 2025

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

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2025

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

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

SSCL-IDS: Enhancing Generalization of Intrusion Detection with Self-Supervised Contrastive Learning.

Pegah Golchin, Nima Rafiee, Mehrdad Hajizadeh, Ahmad Khalil, Ralf Kundel, Ralf Steinmetz

Proceedings of the IFIP Networking Conference, 2024

Verifying the Robustness of Machine Learning based Intrusion Detection Against Adversarial Perturbation.

Ehsan Nowroozi, Rahim Taheri, Mehrdad Hajizadeh, Thomas Bauschert

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2024

Certainly Uncertain: Demystifying ML Uncertainty for Active Learning in Network Monitoring Tasks.

Katharina Dietz, Mehrdad Hajizadeh, Nikolas Wehner, Stefan Geißler, Pedro Casas, Michael Seufert, Tobias Hoßfeld

Proceedings of the 20th International Conference on Network and Service Management, 2024

Agree to Disagree: Exploring Consensus of XAI Methods for ML-based NIDS.

Katharina Dietz, Mehrdad Hajizadeh, Johannes Schleicher, Nikolas Wehner, Stefan Geißler, Pedro Casas, Michael Seufert, Tobias Hoßfeld

Proceedings of the 20th International Conference on Network and Service Management, 2024

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., February, 2023

FSA-IDS: A Flow-based Self-Active Intrusion Detection System.

Mehrdad Hajizadeh, Sudip Barua, Pegah Golchin

Proceedings of the NOMS 2023, 2023

CML-IDS: Enhancing Intrusion Detection in SDN Through Collaborative Machine Learning.

Pegah Golchin, Chengbo Zhou, Pratyush Agnihotri, Mehrdad Hajizadeh, Ralf Kundel, Ralf Steinmetz

Proceedings of the 19th International Conference on Network and Service Management, 2023

2022

An Unsupervised Ensemble Learning Approach for Novelty-based Botnet Detectors.

Mehrdad Hajizadeh, Milad Abbaszadeh Jahromi, Thomas Bauschert

Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

2020

Collaborative Cyber Attack Defense in SDN Networks using Blockchain Technology.

Mehrdad Hajizadeh, Nima Afraz, Marco Ruffini, Thomas Bauschert

Proceedings of the 6th IEEE Conference on Network Softwarization, 2020

2019

A Novel Impact Analysis Approach for SDN-based Networks.

Beny Nugraha, Mehrdad Hajizadeh, Trung V. Phan, Thomas Bauschert

Proceedings of the 5th IEEE Conference on Network Softwarization, 2019

Destination-aware Adaptive Traffic Flow Rule Aggregation in Software-Defined Networks.

Trung V. Phan, Mehrdad Hajizadeh, Nguyen Tuan Khai, Thomas Bauschert

Proceedings of the 2019 International Conference on Networked Systems, 2019

2018

Probability Analysis of Successful Cyber Attacks in SDN-based Networks.

Mehrdad Hajizadeh, Trung V. Phan, Thomas Bauschert

Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2018