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
42 items
Hidden in Memory: Sleeper Memory Poisoning in LLM Agents
2026
Cited
0
The Alpha Blending Hypothesis: Compositing Shortcut in Deepfake Detection
2026
Cited
0
MATRA: Modeling the Attack Surface of Agentic AI Systems -- OpenClaw Case Study
2026
Cited
0
Automated Detection of Abnormalities in Zebrafish Development
2026
Cited
0
Trustworthy AI Suffers from Invariance Conflicts and Causality is The Solution
2026
Cited
0
Self-Improving Tabular Language Models via Iterative Group Alignment
2026
Cited
0
Inspectable AI for Science: A Research Object Approach to Generative AI Governance
2026
Cited
0
Certified Circuits: Stability Guarantees for Mechanistic Circuits
2026
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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