Scholar
Mario Fritz
Google Scholar ID: 4V1nNm4AAAAJ
Faculty CISPA Helmholtz Center for Information Security; Professor Saarland University
Computer Vision
Machine Learning
Trustworthy AI
Security
Privacy
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Citations & Impact
All-time
Citations
19,966
H-index
69
i10-index
133
Publications
20
Co-authors
0
Contact
GitHub
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Publications
35 items
Certified Circuits: Stability Guarantees for Mechanistic Circuits
2026
Cited
0
Scalable Delphi: Large Language Models for Structured Risk Estimation
2026
Cited
0
IV Co-Scientist: Multi-Agent LLM Framework for Causal Instrumental Variable Discovery
2026
Cited
0
Funny or Persuasive, but Not Both: Evaluating Fine-Grained Multi-Concept Control in LLMs
2026
Cited
0
Toward Quantitative Modeling of Cybersecurity Risks Due to AI Misuse
2025
Cited
1
Probe-based Fine-tuning for Reducing Toxicity
2025
Cited
0
DP-SNP-TIHMM: Differentially Private, Time-Inhomogeneous Hidden Markov Models for Synthesizing Genome-Wide Association Datasets
2025
Cited
0
Differentially private federated learning for localized control of infectious disease dynamics
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published numerous journal articles and conference papers
- Involved in various research projects such as ELLIOT, ELSA, PrivateAIM, etc.
- Delivered talks at several international conferences, including the ACM International Conference on Web Search and Data Mining
Research Experience
- Professor, CISPA Helmholtz Center for Information Security
- Professor, Saarland University
- Fellow, European Laboratory for Learning and Intelligent Systems (ELLIS)
- Principal Investigator in multiple projects such as ELLIOT, ELSA, PriSyn, etc.
Background
- Research Interests: Trustworthy AI and AI Security and Safety
- Professional Fields: Cybersecurity, Health, Computer Vision, Natural Language Processing
Miscellany
- Looking for PhD students and Post-Docs
- Scientific Lead of the CISPA-ELLIS Summerschool 2025 on “Trustworthy AI – Secure and Safe Foundation Models”
- Engaged in policy, regulation, and outreach activities
Co-authors
0 total
Co-authors: 0 (list not available)
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