Projects per year
Personal profile
Research interests
I am professor for Privacy Engineering and Policy-Aligned Systems (PEPSys) at the Paris Lodron University of Salzburg’s faculty for Digital and Analytical Sciences, Austria. My research combines technical and non-technical (especially legal) aspects of cutting-edge, real-world, and enterprise- or society-grade technologies and systems. This particularly includes:
- Techno-legal privacy engineering, especially also including aspects beyond anonymity and security
- Novel technical concepts, mechanisms, and components fostering policy-alignment beyond privacy / data protection law
- Metrics- and experiment-driven assessment and operation of privacy- and policy-alignment-techniques (e.g., anonymity guarantees, utility-metrics, performance-overheads, etc.)
- Societal impacts of emerging technologies and techno-legal implications (“technology-policy co-design”)
Besides other activities, I co-lead Salzburg’s EXDIGIT initiative together with Manfred Tscheligi, Christine Bauer, and Franz-Benjamin Mocnik. For further and always up-to-date information, visit my profiles on Google Scholar, LinkedIn, and – with a more private focus – Twitter / X.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Computer Science, Dipl-Inform., TU Berlin
Computer Science, Dr.-Ing. (PhD), TU Berlin
Keywords
- QA75 Electronic computers. Computer science
- QA76 Computer software
- K Law (General)
Fields of Science and Technology Classification 2012 (Level 2, 3-digit codes).
- 102 Computer Sciences
- 202 Electrical Engineering, Electronics, Information Engineering
- 505 Law
- 502 Economics
Collaborations and top research areas from the last five years
Projects
- 4 Active
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RAPID_Teil 1: Reliable AI for Public Law and Intelligent Decision-making
Krempelmeier, S. (Principal Investigator) & Pallas, F. (Co-Principal Investigator)
1/01/26 → 31/12/28
Project: Research
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FTZ CyberSec: Cybersecurity - FTZ für datenbasierte Evaluierung von Sicherheits- und Privacy- Technologien
Schäler, M. (Principal Investigator), Pallas, F. (Co-Investigator), Simos, D. (Co-Investigator) & Schmidt, S. M. E. (Project administration)
1/01/26 → 31/12/28
Project: Research
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DAWN: Data-driven Analysis and Optimization of Low Voltage Networks
Pallas, F. (Principal Investigator)
1/01/25 → 31/12/26
Project: Research
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EXDIGIT: Excellence in Digital Sciences and Interdisciplinary Technologies
Tscheligi, M. (Principal Investigator), Bathke, A. (Co-Principal Investigator), Horejs-Höck, J. (Principal Investigator), Hüsing, N. (Principal Investigator), Tscheligi, M. (Co-Investigator), Bauer, C. (Co-Investigator), Demir, C. (Co-Investigator), Dong, Y. (Co-Investigator), Faria Costa, J. (Co-Investigator), Graf, F. (Co-Investigator), Grilnberger, M. (Co-Investigator), Hannibal, G. (Co-Investigator), Katzlberger, D. (Co-Investigator), Leschke, N. C. (Co-Investigator), Linortner, M. (Co-Investigator), Maislinger, L. (Co-Investigator), Mocnik, F.-B. (Co-Investigator), Pallas, F. (Co-Investigator), Unterberger, E. (Co-Investigator), Williams, M. C. (Co-Investigator), Zimmermann, G. (Co-Investigator), Carrozzo, A. E. (Co-Investigator), Mehran, N. (Co-Investigator), Dabiri, Z. (Co-Investigator), Akil, M. (Co-Investigator), Schenk, K. (Project administration), Stainer-Hochgatterer, A. (Project administration), Walleczek-Fritz, J. (Project administration) & Zemasch, M. (Project administration)
1/04/22 → 31/03/28
Project: Research
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ADApt: Edge Device Anomaly Detection and Microservice Replica Prediction
Mehran, N., Nikolov, N., Prodan, R., Roman, D., Kimovski, D., Pallas, F. & Dorfinger, P., 22 May 2025, 2025 IEEE 9th International Conference on Fog and Edge Computing (ICFEC). IEEE, p. 6-10 5 p. 11044667. (Proceedings of the IEEE International Conference on Fog and Edge Computing, ICFEC).Research output: Chapter in Book/Report/Conference proceeding/Legal commentary › Conference contribution › peer-review
Open Access -
PreMatch: A Prediction-based Scheduler for Dataflow Asynchronous Processing on the Computing Continuum
Mehran, N., Najafabadi Samani, Z., Afzal, S., Prodan, R., Pallas, F. & Dorfinger, P., 14 May 2025, Proceedings of the ACM Symposium on Applied Computing. Association for Computing Machinery, p. 316-324 9 p. (Proceedings of the ACM Symposium on Applied Computing).Research output: Chapter in Book/Report/Conference proceeding/Legal commentary › Conference contribution › peer-review
Open Access -
CF-PV: Centralized vs. Federated Edge-based Prediction Models for PV Energy Production
Mehran, N., Dorfinger, P., Leschke, N. & Pallas, F., 2025, 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe). IEEEResearch output: Chapter in Book/Report/Conference proceeding/Legal commentary › Conference contribution › peer-review
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Prink: ks-Anonymization for Streaming Data in Apache Flink
Groneberg, P., von Voigt, S. N., Janke, T., Loechel, L., Wolf, K., Grünewald, E. & Pallas, F., 2025, Proceedings of the International Conference on Availability, Reliability and Security (ARES). Dalla Preda, M., Schrittwieser, S., Naessens, V. & De Sutter, B. (eds.). p. 24-45 22 p. (Lecture Notes in Computer Science; vol. 15992 LNCS).Research output: Chapter in Book/Report/Conference proceeding/Legal commentary › Chapter in Book › Research › peer-review
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Towards Cross-Provider Analysis of Transparency Information for Data Protection
Grünewald, E., Halkenhäußer, J. M., Leschke, N. C. & Pallas, F., 2025, Privacy Symposium 2024. Springer, Cham, p. 167-189 23 p. (Privacy Symposium 2024).Research output: Chapter in Book/Report/Conference proceeding/Legal commentary › Conference contribution › peer-review
Datasets
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A trace of microservice time, call rate, and number of replicas
Mehran, N. (Creator), Najafabadi Samani, Z. (Creator), Afzai, S. (Creator), Prodan, R. (Creator), Pallas, F. (Creator) & Dorfinger, P. (Creator), Zenodo, 29 Nov 2024
DOI: 10.5281/zenodo.8310375, https://zenodo.org/records/14245634
Dataset
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A dataset of Data Subject Access Request Packages
Leschke, N. C. (Creator), Pöhn, D. (Creator) & Pallas, F. (Creator), Zenodo, 4 Jul 2024
Dataset
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Traces of Edge Device Utilization and Microservice Requirements/Replicas
Mehran, N. (Data Collector), Nikolov, N. (Contributor), Prodan, R. (Contributor), Roman, D. (Contributor), Kimovski, D. (Contributor), Pallas, F. (Contributor) & Dorfinger, P. (Contributor), Zenodo, 19 Apr 2025
DOI: 10.5281/zenodo.14961414, https://zenodo.org/records/14961415
Dataset
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Keynote: On principles, non-functional properties and technical experiments – Building solid techno-legal bridges in Privacy Engineering
Pallas, F. (Speaker)
23 Oct 2025Activity: Talk or presentation › Oral presentation › science to science / art to art
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PET Talk 7: Anonymisierung und Pseudonymisierung
Pallas, F. (Moderator) & Leschke, N. C. (Moderator)
15 Oct 2025Activity: Participating in or organising an event › Organising an event
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PET-Con 2025.2 - The 14th Privacy Enhancing Techniques Convention
Pallas, F. (Organiser), Leschke, N. C. (Organiser) & Akil, M. (Organiser)
4 Sept 2025 → 5 Sept 2025Activity: Participating in or organising an event › Organising an event
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Keynote: Recognizing 2nd-order Non-Functional Requirements in Privacy Engineering
Pallas, F. (Speaker)
1 Sept 2025Activity: Talk or presentation › Oral presentation › science to science / art to art
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2025 International Workshop on Privacy Engineering
Pallas, F. (Session chair)
30 Jun 2025Activity: Participating in or organising an event › Organising an event
Press/Media
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Tagesspiegel-Background: Das Update für die Cloud-Sicherheit
18/09/25
1 item of Media coverage
Press/Media
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Wenn das Spielzeug online geht
Leschke, N. C., Pallas, F., Krempelmeier, S., Menges, L. & Hasler, M.
31/05/25
1 item of Media coverage
Press/Media
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Forscherin klärt auf: Was Eltern über "smartes" Spielzeug wissen müssen
Pallas, F., Menges, L., Krempelmeier, S., Hasler, M. & Leschke, N. C.
28/03/25
1 item of Media coverage
Press/Media
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Impacts
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Öffentliche Ringvorlesung Privatsphäre in der digitalen Welt
Pallas, F. (Actor), Krempelmeier, S. (Actor), Menges, L. (Actor), Hasler, M. (Actor) & Leschke, N. C. (Actor)
Impact: Third-mission activity