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 Praktische IT-Sicherheit des KIT. Sie hat einen Hintergrund in Mathematik. Ihre aktuellen Forschungsinteressen liegen im Bereich der datenschutzkonformen Datenanalyse mit einem starken Fokus auf Differential Privacy und Angriffsresilienz.
Research interests:
- Differential Privacy Theory
- Attacks & Attack Resilience of Differential Privacy
- Privacy Guarantees in Correlated Data
- Privacy preserving data publishing (e.g. trajectory privacy)
Betreute Abschlussarbeiten
| Titel | Qualifikation | Abschlussjahr |
|---|---|---|
| Measurement of Attack Resilience of Differential Privacy | Master | 2025 |
| Utility of Semantic Privacy Notions for Correlated Data | Master | 2024 |
| Analysis of Topological Privacy Notions | Master | 2024 |
| Local Differential Privacy Trajectory Protection through Redundancy Reduction | Bachelor | 2024 |
| Riemannian-based Clustering for Differential Private Location Publication | Master | 2023 |
| Privacy Analysis of Deep Graph Generative Models using M.I.A.s | Master | 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
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