Faculty
Mario Fritz is a faculty at the CISPA Helmholtz Center for Information Security, an honorary professor at Saarland University, and a fellow of the European Laboratory for Learning and Intelligent Systems (ELLIS).
Until 2018, he led a research group at the Max Planck Institute for Computer Science.
Previously, he was a PostDoc at the International Computer Science Institute (ICSI) and UC Berkeley after receiving his PhD from TU Darmstadt and studying computer science at FAU Erlangen-Nuremberg.
He is currently coordinating and leading the EU funded network of excellence "ELSA - European Lighthouse on Secure and Safe AI", among other projects.
His research focuses on trustworthy artificial intelligence, especially at the intersection of information security and machine learning.
Proceedings of the 7th ACM Computer Science in Cars Symposium
ACM Workshop on Artificial Intelligence and Security (AISec)
Certifiers Make Neural Networks Vulnerable to Availability Attacks
ACM Workshop on Artificial Intelligence and Security (AISec)
Not What You've Signed Up For: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection
Annual Computer Security Applications Conference (ACSAC)
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ACM Conference on Computer and Communications Security (CCS)
Client-specific Property Inference against Secure Aggregation in Federated Learning.
German Conference on Pattern Recognition (GCPR)
Certified Robust Models with Slack Control and Large Lipschitz Constants
Usenix Security Symposium (USENIX-Security)
Usenix Security Symposium (USENIX-Security)
IEEE Transactions on Pattern Analysis and Machine Intelligence Optimising for Interpretability: Convolutional Dynamic Alignment Networks
Conference on Neural Information Processing Systems (NeurIPS)
Private Set Generation with Discriminative Information