Research

Published papers and blog posts related to PLEAK:

  1. Marlon Dumas, Luciano García-Bañuelos, Peeter Laud: Differential Privacy Analysis of Data Processing Workflows. GraMSec@CSF 2016: 62-79
  2. Martin Pettai, Peeter Laud: Combining Differential Privacy and Mutual Information for Analyzing Leakages in Workflows. POST 2017: 298-319
  3. Pille Pullonen, Raimundas Matulevičius, Dan Bogdanov: PE-BPMN: Privacy-Enhanced Business Process Model and Notation. BPM 2017: 40-56 https://link.springer.com/chapter/10.1007/978-3-319-65000-5_3
  4. Marlon Dumas, Luciano García-Bañuelos, Peeter Laud: Disclosure Analysis of SQL Workflows. GraMSec@CSF 2018: ?-?
  5. Pille Pullonen, Jake Tom, Raimundas Matulevičius, Aivo Toots: Privacy-enhanced BPMN: enabling data privacy analysis in business processes models. Software & Systems Modeling, 2019 https://link.springer.com/article/10.1007/s10270-019-00718-z
  6. Aivo Toots, Reedik Tuuling, Maksym Yerokhin, Marlon Dumas, Luciano Garcia-Banuelos, Peeter Laud, Raimundas Matulevicius, Alisa Pankova, Martin Pettai, Pille Pullonen, Jake Tom: Business Process Privacy Analysis in Pleak. FASE, 2019. Full version available in https://arxiv.org/abs/1902.05052
  7. Pille Pullonen: How privacy enhancing technologies affect business processes. Sharemind blog 2019 https://sharemind.cyber.ee/studying-processes-with-privacy-technologies/
  8. Peeter Laud, Alisa Pankova, Martin Pettai: Achieving Differential Privacy using Methods from Calculus, https://arxiv.org/abs/1811.06343
  9. Peeter Laud, Alisa Pankova: Interpreting Epsilon of Differential Privacy in Terms of Advantage in Guessing or Approximating Sensitive Attributes, https://arxiv.org/abs/1911.12777
  10. Sara Belluccini, Rocco De Nicola, Marlon Dumas, Pille Pullonen, Barbara Re, and Francesco Tiezzi: Verification of privacy-enhanced collaborations. FormaliSE 2020
  11. Pille Pullonen: Analysing Privacy of Business Processes in Pleak. Cybernetica's blog 2020 https://cyber.ee/resources/case-studies/analysing-privacy-of-business-processes-in-pleak
  12. Marlon Dumas, Luciano García-Bañuelos, Joosep Jääger, Peeter Laud, Raimundas Matulevičius, Alisa Pankova, Martin Pettai, Pille Pullonen-Raudvere, Aivo Toots, Reedik Tuuling and Maksym Yerokhin: Multi-level privacy analysis of business processes: the PLEAK toolset. International Journal on Software Tools for Technology Transfer (2021) https://link.springer.com/epdf/10.1007/s10009-021-00636-w?sharing_token=wZ-2QiyNUtnV5FrvlYeE-fe4RwlQNchNByi7wbcMAY6jbblO6ASvtf3-2W17K3s-cuNM-WlEEVN_b82n3Qu-cq6QKeYMb5gnH6vVkNXd0TZ528nSVkayD27mnAO423uz-Y2ut47HBSGl3jjT_HGAM7AtaHFhC3io8UF6Q2iYeUQ%3D
  13. Sara Belluccini, Dan Bogdanov, Mykhailo Dorokhov, Marlon Dumas, Luciano Garcia-Banuelos, Joosep Jääger, Marko Jõemets, Peeter Laud, Raimundas Matuleviius, Markko Merzin, Henry Magi, Alisa Pankova, Martin Pettai, Pullonen Pullonen, Jaak Randmets, Jaak Ristioja, Angela Sahk, Andrey Sergeev, Jake Tom, Maria Toomsalu. Novel Tools for Analyzing Privacy Leakages (NAPLES). Project final report in Defence Technical Information Center (2021) https://apps.dtic.mil/sti/citations/AD1147783