Machine Learning Security

Boost Your AI Compliance and Security with Expert Guidance

SBA Research and the Research Institute – Digital Human Rights Center invite you to a focused seminar designed to help organizations navigate the complex legal and security landscape of artificial intelligence. Tailored for companies and institutions developing or deploying AI systems, this seminar equips participants with the tools to meet regulatory requirements – such as the AI Act – and strengthen the security and privacy of their systems. You’ll explore real-world threats like poisoning and inference attacks and learn how to counter them using proven methods including anonymization, differential privacy, and homomorphic encryption. Legal insights cover the latest developments, including the AI Act and the European Data Protection Board’s recent opinion on AI models. Through practical examples and hands-on exercises, the seminar ensures participants leave with actionable skills. With the AI Act requiring a sufficient level of AI literacy among staff, this seminar is a strategic investment in compliance, security, and professional development.

Stärken Sie Ihre KI-Compliance und Sicherheit mit Expertenwissen

SBA Research und das Research Institute – Digital Human Rights Center laden Sie zu einem Schwerpunktseminar ein, das Organisationen dabei unterstützt, durch die komplexe rechtliche und sicherheitsrelevante Landschaft der Künstlichen Intelligenz zu navigieren. Speziell für Unternehmen und Institutionen, die KI-Systeme entwickeln oder einsetzen, vermittelt dieses Seminar praxisnahe Werkzeuge, um regulatorische Anforderungen – wie etwa den AI Act – zu erfüllen und gleichzeitig die Sicherheit und den Datenschutz ihrer Systeme zu stärken.

Sie erhalten Einblicke in reale Bedrohungen wie Poisoning- und Inference-Angriffe und lernen bewährte Gegenmaßnahmen kennen, darunter Anonymisierung, Differential Privacy und Homomorphe Verschlüsselung. Der rechtliche Teil behandelt die neuesten Entwicklungen, einschließlich des AI Acts und der aktuellen Stellungnahme des Europäischen Datenschutzausschusses zu KI-Modellen.

Anhand praktischer Beispiele und interaktiver Übungen stellt das Seminar sicher, dass die TeilnehmerInnen mit umsetzbaren Fähigkeiten aus dem Seminar herausgehen. Da der AI Act ein ausreichendes Maß an KI-Kompetenz bei Mitarbeitenden fordert, ist dieses Seminar eine strategische Investition in Compliance, Sicherheit und die berufliche Weiterentwicklung.

• Understand privacy and security threats in machine learning like poisoning and inference attacks.
• Explore security and privacy-preserving techniques (e.g., anonymization, differential privacy).
• Dive into the new AI Act, the GDPR, and the recent opinion of the European Data Protection Board.
• Learn how to strengthen AI literacy in your organisation and meet regulatory requirements.

• AI Developers and Engineers
• Data Protection Officers (DPOs) and Compliance Managers
• Legal and Policy Advisors
• IT Security Professionals
• AI Product Managers and Tech Leads
• Public Sector Institutions and NGOs

• SoftwareentwicklerInnen
• CISOs
• Requirement Engineers
• Incident Response Team Members
• Software-ArchitektInnen
• Management
• DevOps
• CTOs
• Security Champions

The seminar fee is €560.00 per person (excluding VAT). For organisations interested in in-house training, a flat-rate price is determined individually based on the specific requirements and needs of the company.

Seminar Booking

Madeleine Müller

Dr. Madeleine Müller, BA, MU is Senior Researcher and Consultant at the Research Institute – Digital Human Rights Center. She studied law and philosophy at the University of Vienna and at the Université Paris 1 Panthéon-Sorbonne and completed the Master’s programme ‘Political Philosophy’ at the Universitat Pompeu Fabra Barcelona. Her focus is on interdisciplinary research at the interface between law and the humanities as well as on the organisation and supervision of the Research Institute-Academy (RIAC) and network.fair.data.

Walter Hötzendorfer

Dipl.-Ing. Dr. Walter Hötzendorfer is Senior Researcher and Senior Consultant at the Research Institute – Digital Human Rights Center. He studied Business Informatics at TU Wien and Law at the Universities of Vienna and Sheffield, where he completed his doctorate on the topic of ‘Data Protection and Privacy by Design in Identity Management’. After working in legal consulting and software engineering, he was a researcher in the Legal Informatics working group at the University of Vienna from 2011 to 2016. Dr. Hötzendorfer advises organisations of various types and sizes on the implementation of the GDPR, is a lecturer at universities in Austria and abroad and the author of numerous publications on data protection law, privacy engineering, network and information security (NIS) and related topics. He is also a board member of the Austrian Computer Society (OCG), co-leader of the OCG Forum Privacy and a member of the OCG Certification Committee.

Anastasia Pustozerova

is researcher at SBA Research and PhD student at TU Wien.

Tanja Šarčević

Machine Learning Privacy and Security researcher at SBA Research and a PhD candidate at TU Wien.

Rudolf Mayer

is senior researcher at SBA Research and leads the Machine Learning and Data Management Research Group. He is a lecturer at TU Wien as well as University of Applied Sciences Technikum Wien.