M. Sc. Patricia Guerra-Balboa
- Doktorandin
- Gruppe: Data Privacy
- Raum: 255, Geb. 50.34
- patricia balboa ∂does-not-exist.kit edu
- patriciaguerrabalboa.github.io
More about
Über die Wissenschaftlerin
Patricia Guerra-Balboa ist Doktorandin am Lehrstuhl für Praktische IT-Sicherheit am KIT. Sie hat einen Hintergrund in Mathematik, insbesondere in der Graphentheorie und algebraischer Geometrie. Ihre Forschungsinteressen liegen in der privatsphärewahrenden Datenanalyse mit einem starken Fokus auf der privatsphärewahrenden Veröffentlichung von Trajektionsdaten unter Garantien der Differential Privacy.
Forschungsinteressen
- 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
| Titel | Typ | Semester |
|---|---|---|
| Seminar Privatsphäre und Sicherheit | Seminar | Winter 25/26 |
| Seminar Privacy und Technischer Datenschutz | Seminar | Sommer 2025 |
| Privacy Enhancing Technologies | Vorlesung | Sommer 2025 |
| Seminar Privatsphäre und Sicherheit | Seminar | Winter 2024/2025 |
| Seminar Privacy und Technischer Datenschutz | Seminar | Sommer 2024 |
| Privacy Enhancing Technologies | Vorlesung | Sommer 2024 |
| Seminar Privatsphäre und Sicherheit | Seminar | Winter 2023/2024 |
| Privacy und Technischer Datenschutz | Seminar | Sommer 2023 |
| Privacy Enhancing Technologies | Vorlesung | Sommer 2023 |
| Privacy and Security | Seminar | Winter 2022/2023 |
Publikationen
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. Masterarbeit
Haizmann, F.
2024, Oktober 15. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000178921
Haizmann, F.
2024, Oktober 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