Scholar
Isabel Wagner
Google Scholar ID: CaedxhIAAAAJ
University of Basel
Privacy metrics
Privacy-enhancing technologies
Transparency-enhancing technologies
Communication networks
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Citations & Impact
All-time
Citations
1,576
H-index
16
i10-index
23
Publications
20
Co-authors
20
list available
Contact
No contact links provided.
Publications
4 items
Multi-Agent Cooperative Learning for Robust Vision-Language Alignment under OOD Concepts
2026
Cited
0
Privacy-Utility-Bias Trade-offs for Privacy-Preserving Recommender Systems
2025
Cited
0
Privacy-Preserving Generative Models: A Comprehensive Survey
2025
Cited
0
SoK: On the Offensive Potential of AI
2024
Cited
0
Resume (English only)
Academic Achievements
2024: Published "No Transparency for Smart Toys" in Proceedings of Privacy Technologies and Policy
2022: Published book "Auditing Corporate Surveillance Systems: Research Methods for Greater Transparency" (Cambridge University Press)
2022: Paper "Using Metrics Suites to Improve the Measurement of Privacy in Graphs" in IEEE Transactions on Dependable and Secure Computing
2021: Paper "Designing Strong Privacy Metrics Suites Using Evolutionary Optimization" in ACM Transactions on Privacy and Security
2019: Paper "On the Strength of Privacy Metrics for Vehicular Communication" in IEEE Transactions on Mobile Computing
2018: Survey paper "Technical Privacy Metrics: A Systematic Survey" in ACM Computing Surveys
2018: Paper "Privacy in the Smart City -- Applications, Technologies, Challenges and Solutions" in IEEE Communications Surveys & Tutorials
2017: Paper "Evaluating the Strength of Genomic Privacy Metrics" in ACM Transactions on Privacy and Security
2022: Appointed IEEE Computer Society Distinguished Visitor
2021: Distinguished TPC Member for IEEE Infocom 2021
Senior Member of ACM (since 2017) and IEEE (since 2018)
Background
Associate Professor in Cyber Security at the University of Basel, Switzerland
Research focuses on privacy technologies, privacy metrics, web measurement, and smart cities
Particularly interested in metrics to quantify the effectiveness of privacy protection mechanisms
Works on privacy-enhancing technologies in genomics, vehicular networks, smart grids, and smart cities
Also explores bio-inspired privacy mechanisms and web measurement for transparency in corporate surveillance systems
Co-authors
20 total
Falko Dressler
Technische Universität Berlin
Co-author 2
Co-author 3
Eerke Boiten
School of Computer Science and Informatics, De Montfort University, UK
Co-author 5
Helge Janicke
Edith Cowan University
Co-author 7
Co-author 8
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