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Mohammad Reza Norouzian

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:
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

2018 Graph-based Anomaly Detection for IoT Microservices