Welcome to the list of academic courses I’m involved in.
You can find the course material either linked within each course’s presentation or by contacting me directly.

📘 Active Courses

• Robust and Secure AI - Scuola Superiore Sant’Anna

  (2025/2026)

  Main lecturer of a 20-hour course delivered in-person at Scuola Superiore Sant’Anna for Ph.D. students. Topics: adversarial robustness and AI security threats, including poisoning attacks, model stealing, and privacy attacks.

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• Trustworthy AI - Scuola Superiore Sant’Anna

  (2025/2026)

  Co-lecturer in the course offered at Scuola Superiore Sant’Anna by Prof. Andrea Saracino.
  Topics of my lectures include: Trustworthy Large Language Models, privacy issues, data contamination, explainable AI with LLMs, and prompt engineering.

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• Neural Networks and Deep Learning - Scuola Superiore Sant’Anna

  (2021/2022, 2022/2023, 2024/2025, 2025/2026)

  Co-lecturer in the course offered at Scuola Superiore Sant’Anna by Prof. Giorgio Buttazzo. Topics of my lectures include explainable AI (XAI), deep learning architectures in computer vision, domain generalization and adaptation, and out-of-distribution detection.

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📚 Previous Courses

• Introduction to Secure AI - Polytechnic Institute of Porto
  Main lecturer of a 10-hour course (2024/2025) in Porto (Portugal). An introductory course on AI vulnerabilities and security-aware DNNs design.

📬 Contact

If you’re interested in course material or collaborations, feel free to reach out:
giulio.rossolini@santannapisa.it