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 of the European Chapter of the Association for Computational Linguistic (EACL)
Funny or Persuasive, but Not Both: Evaluating Fine-Grained Multi-Concept Control in LLMs
IEEE AccessAn Exploratory Survey Study Toward a Conceptual Framework for Structuring the Integration of Privacy-Enhancing Technologies in Federated Learning and Analytics
Winter Conference on Applications of Computer Vision (WACV)
Deepfake Detection that Generalizes Across Benchmarks
CoRRCertified Circuits: Stability Guarantees for Mechanistic Circuits.
ScienceThe science and practice of proportionality in AI risk evaluations
NeurIPS-Workshop (NeurIPS-W)
Justice in Judgment: Unveiling (Hidden) Bias in LLM-Assisted Peer Reviews
NeurIPS-Workshop (NeurIPS-W)
Beyond Steering: Evaluating Fine-Grained and Multi-Concept Control in LLMs Proceedings Article
NeurIPS-Workshop (NeurIPS-W)
Can LLMs Propose Instrumental Variables for Causal Reasoning?
Conference on Neural Information Processing Systems (NeurIPS)
MaxSup: Overcoming Representation Collapse in Label Smoothing
Conference on Neural Information Processing Systems (NeurIPS)
MIBP-Cert: Certified Training against Data Perturbations with Mixed-Integer Bilinear Programs