M. Sc. Patricia Guerra-Balboa
- PhD Student
- Group: Data Privacy
- Room: 255, Geb. 50.34
- patricia balboa ∂does-not-exist.kit edu
- patriciaguerrabalboa.github.io
More about
About the Scientist
Patricia Guerra-Balboa is a PhD student at the Chair of IT Security at KIT. She has a background in mathematics, especially graph theory and algebraic geometry. Her current research interests lie in privacy-preserving data analytics with a strong focus on privacy-preserving trajectory data publishing with differential privacy guarantees.
Research Interests
- Privacy preserving data publishing (e.g. trajectory privacy)
- Differential Privacy Theory
- Technical privacy notions with mathematically proven guarantees
- Privacy notions on graph data
- Topological privacy notions
| Title | Type | Semester |
|---|---|---|
| Privacy Enhancing Technologies | lecture | summer of 2023 |
| Privacy und Technischer Datenschutz | seminar | summer of 2023 |
| Privacy Enhancing Technologies | lecture | summer of 2024 |
| Seminar Privacy und Technischer Datenschutz | seminar | summer of 2024 |
| Privacy Enhancing Technologies | lecture | summer of 2025 |
| Seminar in Privacy | seminar | summer of 2025 |
| Seminar Privacy and Security | seminar | winter 25/26 |
| Privacy and Security | seminar | winter of 2022/2023 |
| Seminar Privacy and Security | seminar | winter of 2023/2024 |
| Seminar Privatsphäre und Sicherheit | seminar | winter of 2024/2025 |
Publications
Balancing Privacy and Utility in Correlated Data: A Study of Bayesian Differential Privacy
Lange, M.; Guerra-Balboa, P.; Parra-Arnau, J.; Strufe, T.
2025. Proceedings of the VLDB Endowment, 18 (11), 4090–4103. doi:10.14778/3749646.3749679
Lange, M.; Guerra-Balboa, P.; Parra-Arnau, J.; Strufe, T.
2025. Proceedings of the VLDB Endowment, 18 (11), 4090–4103. doi:10.14778/3749646.3749679
Analysis of Topological Privacy Notions. master’s thesis
Haizmann, F.
2024, October 15. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000178921
Haizmann, F.
2024, October 15. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000178921
Unlocking the Potential of Composition for General Neighborhood Definitions
Miranda-Pascual, À.; Guerra-Balboa, P.; Parra-Arnau, J.; Strufe, T.
2024. Proceedings of the XVIII Spanish Meeting on Cryptology and Information Security (RECSI), León, 22th - 25st October, 2024
Miranda-Pascual, À.; Guerra-Balboa, P.; Parra-Arnau, J.; Strufe, T.
2024. Proceedings of the XVIII Spanish Meeting on Cryptology and Information Security (RECSI), León, 22th - 25st October, 2024
Analysis and Measurement of Attack Resilience of Differential Privacy
Guerra-Balboa, P.; Sauer, A.; Strufe, T.
2024. WPES ’24: Proceedings of the 23rd Workshop on Privacy in the Electronic Society. Ed.: E. Ayday, 155–171, Association for Computing Machinery (ACM). doi:10.1145/3689943.3695046
Guerra-Balboa, P.; Sauer, A.; Strufe, T.
2024. WPES ’24: Proceedings of the 23rd Workshop on Privacy in the Electronic Society. Ed.: E. Ayday, 155–171, Association for Computing Machinery (ACM). doi:10.1145/3689943.3695046
An Overview of Proposals towards the Privacy-Preserving Publication of Trajectory Data
Miranda-Pascual, À.; Guerra-Balboa, P.; Parra-Arnau, J.; Forné, J.; Strufe, T.
2024. International Journal of Information Security, 23 (6), 3711–3747. doi:10.1007/s10207-024-00894-0
Miranda-Pascual, À.; Guerra-Balboa, P.; Parra-Arnau, J.; Forné, J.; Strufe, T.
2024. International Journal of Information Security, 23 (6), 3711–3747. doi:10.1007/s10207-024-00894-0
Composition in Differential Privacy for General Granularity Notions
Guerra-Balboa, P.; Miranda-Pascual, À.; Parra-Arnau, J.; Strufe, T.
2024. 2024 IEEE 37th Computer Security Foundations Symposium (CSF), 8th-12th July 2024, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CSF61375.2024.00004
Guerra-Balboa, P.; Miranda-Pascual, À.; Parra-Arnau, J.; Strufe, T.
2024. 2024 IEEE 37th Computer Security Foundations Symposium (CSF), 8th-12th July 2024, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CSF61375.2024.00004
SoK: Differentially Private Publication of Trajectory Data
Miranda-Pascual, À.; Guerra-Balboa, P.; Parra-Arnau, J.; Forné, J.; Strufe, T.
2023. Proceedings on Privacy Enhancing Technologies, 496–516, De Gruyter. doi:10.56553/popets-2023-0065
Miranda-Pascual, À.; Guerra-Balboa, P.; Parra-Arnau, J.; Forné, J.; Strufe, T.
2023. Proceedings on Privacy Enhancing Technologies, 496–516, De Gruyter. doi:10.56553/popets-2023-0065
La Publicación de Trayectorias: un Estudio sobre la Protección de la Privacidad
Guerra-Balboa, P.; Miranda-Pascual, À.; Parra-Arnau, J.; Forné, J.; Strufe, T.
2022. Proceedings of the XVII Spanish Meeting on Cryptology and Information Security (RECSI), Santader, 19th - 21st October, 2022. doi:10.22429/Euc2022.028
Guerra-Balboa, P.; Miranda-Pascual, À.; Parra-Arnau, J.; Forné, J.; Strufe, T.
2022. Proceedings of the XVII Spanish Meeting on Cryptology and Information Security (RECSI), Santader, 19th - 21st October, 2022. doi:10.22429/Euc2022.028
Anonymizing Trajectory Data: Limitations and Opportunities
Guerra-Balboa, P.; Miranda-Pascual, À.; Strufe, T.; Parra-Arnau, J.; Forné, J.
2022. AAAI Workshop on Privacy-Preserving Artificial Intelligence
Guerra-Balboa, P.; Miranda-Pascual, À.; Strufe, T.; Parra-Arnau, J.; Forné, J.
2022. AAAI Workshop on Privacy-Preserving Artificial Intelligence