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.
Conference on Neural Information Processing Systems (NeurIPS)
Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition
Conference on Neural Information Processing Systems (NeurIPS)
Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation
Workshop on Privacy in the Electronic Society (WPES)
Private and Collaborative Kaplan-Meier Estimators
International Conference on Document Analysis and Recognition (ICDAR)
Privacy-Aware Document Visual Question Answering
German Conference on Pattern Recognition (GCPR)
FullCert: Deterministic End-to-End Certification for Training and Inference of Neural Networks
IEEE European Symposium on Security and Privacy (EuroS&P)
Tell Me What You Like and I Know What You Will Share: Topical Interest Influences Behavior Toward News From High and Low Credible Sources
Usenix Security Symposium (USENIX-Security)
SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models
Privacy Enhancing Technologies Symposium (PETS)
Privacy Enhancing Technologies Symposium (PETS)
FedLAP-DP: Federated Learning by Sharing Differentially Private Loss Approximations
International Conference on Machine Learning (ICML)
Stealthy Imitation: Reward-guided Environment-free Policy Stealing