Mehrdad Hajizadeh

21 papers B 8Misc 2Journal 5Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Survey on Security and Privacy in Federated Learning-Based Intrusion Detection Systems for 5G and Beyond Networks. IEEE Open J. Commun. Soc. Hadiseh Rezaei, Rahim Taheri, Ehsan Nowroozi, Mehrdad Hajizadeh, Stavros Shiaeles, Thomas Bauschert
2026	—	`conf`	When Prompts Become Payloads: A Framework for Mitigating SQL Injection Attacks in Large Language Model-Driven Applications. ICAART (2) Farzad Nourmohammadzadeh Motlagh, Mehrdad Hajizadeh, Mehryar Majd, Pejman Najafi, Feng Cheng, Christoph Meinel
2025	Misc	`conf`	A Comprehensive 5G Dataset for Control and Data Plane Security and Resource Management. CSR Beny Nugraha, Mehrdad Hajizadeh, Tim Niehoff, Abhishek Venkatesh Jnanashree, Trung V. Phan, Dionysia Triantafyllopoulou, Oliver Krause, Martin Mieth, Klaus Moessner, Thomas Bauschert
2025	J	`jnl`	A Survey on Privacy and Security in Distributed Cloud Computing: Exploring Federated Learning and Beyond. IEEE Open J. Commun. Soc. Ahmad Rahdari, Elham Keshavarz, Ehsan Nowroozi, Rahim Taheri, Mehrdad Hajizadeh, Mohammadreza Mohammadi, Sima Sinaei, Thomas Bauschert
2025	—	`conf`	DeepRed: A Deep Learning-Powered Command and Control Framework for Multi-Stage Red Teaming Against ML-based Network Intrusion Detection Systems. WOOT Mehrdad Hajizadeh, Pegah Golchin, Ehsan Nowroozi, Maria Rigaki, Veronica Valeros, Sebastián García, Mauro Conti, Thomas Bauschert
2025	—	`conf`	Large Language Models in Cybersecurity: State-of-the-Art. ICISSP (2) Farzad Nourmohammadzadeh Motlagh, Mehrdad Hajizadeh, Mehryar Majd, Pejman Najafi, Feng Cheng, Christoph Meinel
2024	B	`conf`	Agree to Disagree: Exploring Consensus of XAI Methods for ML-based NIDS. CNSM Katharina Dietz, Mehrdad Hajizadeh, Johannes Schleicher, Nikolas Wehner, Stefan Geißler, Pedro Casas, Michael Seufert, Tobias Hoßfeld
2024	B	`conf`	Certainly Uncertain: Demystifying ML Uncertainty for Active Learning in Network Monitoring Tasks. CNSM Katharina Dietz, Mehrdad Hajizadeh, Nikolas Wehner, Stefan Geißler, Pedro Casas, Michael Seufert, Tobias Hoßfeld
2024	J	`jnl`	Large Language Models in Cybersecurity: State-of-the-Art. CoRR Farzad Nourmohammadzadeh Motlagh, Mehrdad Hajizadeh, Mehryar Majd, Pejman Najafi, Feng Cheng, Christoph Meinel
2024	B	`conf`	Practical Evaluation of Dynamic Service Function Chaining (SFC) for Softwarized Mobile Services in an SDN-based Cloud Network. NOMS Hanif Kukkalli, Mehrdad Hajizadeh, Thomas Bauschert
2024	B	`conf`	SSCL-IDS: Enhancing Generalization of Intrusion Detection with Self-Supervised Contrastive Learning. IFIP Networking Pegah Golchin, Nima Rafiee, Mehrdad Hajizadeh, Ahmad Khalil, Ralf Kundel, Ralf Steinmetz
2024	Misc	`conf`	Verifying the Robustness of Machine Learning based Intrusion Detection Against Adversarial Perturbation. CSR Ehsan Nowroozi, Rahim Taheri, Mehrdad Hajizadeh, Thomas Bauschert
2023	B	`conf`	CML-IDS: Enhancing Intrusion Detection in SDN Through Collaborative Machine Learning. CNSM Pegah Golchin, Chengbo Zhou, Pratyush Agnihotri, Mehrdad Hajizadeh, Ralf Kundel, Ralf Steinmetz
2023	B	`conf`	FSA-IDS: A Flow-based Self-Active Intrusion Detection System. NOMS Mehrdad Hajizadeh, Sudip Barua, Pegah Golchin
2023	J	`jnl`	Optimal siting and sizing of electrical vehicle parking lots by considering technical constraints. Evol. Intell. Mehrdad Hajizadeh, Gevork B. Gharehpetian, Saeid Ghassem Zadeh, Mohammad Tolou Askari
2022	—	`conf`	An Unsupervised Ensemble Learning Approach for Novelty-based Botnet Detectors. CCNC Mehrdad Hajizadeh, Milad Abbaszadeh Jahromi, Thomas Bauschert
2020	B	`conf`	Collaborative Cyber Attack Defense in SDN Networks using Blockchain Technology. NetSoft Mehrdad Hajizadeh, Nima Afraz, Marco Ruffini, Thomas Bauschert
2019	B	`conf`	A Novel Impact Analysis Approach for SDN-based Networks. NetSoft Beny Nugraha, Mehrdad Hajizadeh, Trung V. Phan, Thomas Bauschert
2019	—	`conf`	Destination-aware Adaptive Traffic Flow Rule Aggregation in Software-Defined Networks. NetSys Trung V. Phan, Mehrdad Hajizadeh, Nguyen Tuan Khai, Thomas Bauschert
2019	J	`jnl`	Destination-aware Adaptive Traffic Flow Rule Aggregation in Software-Defined Networks. CoRR Trung V. Phan, Mehrdad Hajizadeh, Nguyen Tuan Khai, Thomas Bauschert
2018	—	`conf`	Probability Analysis of Successful Cyber Attacks in SDN-based Networks. NFV-SDN Mehrdad Hajizadeh, Trung V. Phan, Thomas Bauschert