Teaching

Courses

WS 2026: Machine Learning for Security: Detecting Malicious Code (EUR DS4H, Universite Cote d’Azur, France)

• 24 hours, MSc students

WS 2026: Applied Machine Learning for Security: Malware Detection (Polytech Nice, Universite Cote d’Azur, France)

• 12 hours lecture + 16 hours exercices, MSc students (M2)

SS 2025: The Web Security Seminar (Saarland University, Germany)

WS 2024–2025: Guest Lectures:

• at the University of Bologna, Italy: On the Security and Privacy Risks of Browser Extensions   Slides
• at the University of Modena and Reggio Emilia, Italy: Browser Extension (In)Security   Slides

WS 2024–2025: The Web Security Seminar (Saarland University, Germany)

SS 2024: The Web Security Seminar (Saarland University, Germany)

WS 2023–2024: The Web Security Seminar (Saarland University, Germany)

• Malicious JavaScript Analysis
• Beyond Malicious Extensions: How can Extensions put User Security \& Privacy at Risk?
• User Browsing Behavior vs. Top Lists

WS 2020–2021: Temporary Lecturer at TELECOM Nancy (Universite de Lorraine, France)

• Browser Extensions: Architecture and Security Consideration (lectures and practicals for MSc students)

WS 2019–2020: Seminar – Joint Advances in Web Security (Saarland University, Germany)

• Browser Extensions: Security and Vulnerabilities
• Overview of Malicious JavaScript Detection Techniques and Attacks

WS 2018–2019: Seminar – Joint Advances in Web Security (Saarland University, Germany)

• Overview of Malicious JavaScript Detection Techniques
• Cryptojacking: Definition, Detection, and Dimensions