M.Sc. Mohammad Reza Norouzian

Wimi

Address:	Technische Universität München Chair for IT Security (I20) Boltzmannstraße 3 85748 Garching (near Munich) Germany
Phone:	+49 (0)89 289-18584
Fax:	+49 (0)89 289-18579
E-Mail:	Mohammad Reza Norouzian
Room:	01.08.59

PGP Key

Fingerprint:

3C2D 6526 B158 2FC9 BC9A 22AB BB12 8489 C4C6 3184

Research Interests

I do research in the area of machine learning and its applications in IT security. 
Topics of special interest:

• Network anomaly detection
• Intrusion detection system in industrial control systems
• Adversarial machine learning

Projects

• SPARTA - European Commission (more info)
• IUNO - Federal Ministry of Education and Research (more info)

 

Teaching

• Summer Semester 2021
  
  • Intrusion Detection System (link)
• Summer Semester 2019
  
  • Intrusion Detection System (link)
• Summer Semester 2018
  
  • Intrusion Detection System (link)
• Summer Semester 2017
  • Intrusion Detection System (link)
  • Large Scale Malware Analysis (link)
• Winter Semester 2016/17
  • Anomaly Detection Challenges (link)

Supervised Work

• Defending Network Intrusion Detection Systems against Adversarial Machine Learning Attacks (link)
• Beyond Heuristics: Learning to Predict Vulnerability, Severity, and Exploits (link)
• Machine Learning-Based Adaptive Anomaly Detection in Smart Spaces (link)

Publications

2021		Hybroid: Toward Android Malware Detectionand Categorization with Program Code and Network Traffic
2018		Graph-based Anomaly Detection for IoT Microservices