Sascha Rank, M.Sc.

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Chair of Information lnfrastructures (Prof. Sunyaev)

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74076 Heilbronn

Biography

Since 02/2021: Ph.D. student at the Critical Information Infrastructures research group, Karlsruhe Institute of Technology.
10/2018 – 10/2020: Master of Science in Industrial Engineering and Management, Karlsruhe Institute of Technology.
10/2013 – 03/2018: Bachelor of Science in Industrial Engineering and Management, Karlsruhe Institute of Technology.

Since 02/2021: Research associate at the Critical Information Infrastructures research group, Karlsruhe Institute of Technology.
07/2018 – 08/2020: Working student at Daimler AG - Lab1886, Stuttgart.
11/2015 – 03/2018: Working student at aaronprojects GmbH, Leonberg.
09/2014 – 10/2015: Working student at Consileon Business Consultancy GmbH, Karlsruhe.

Name	Project Group
FLAIROP: Federated Learning for Robotic Picking	Ali Sunyaev, Scott Thiebes, Sascha Rank, Florian Leiser

Title	Conference	Date	Location
Federated Machine Learning in Healthcare and Intralogistics	AIxIA 2021: Artificial Intelligence meets Intelligence Artificielle	Nov. 2021	online conference

Rank, Sascha; Jin, David; Kannengießer, Niclas; Sunyaev, Ali: Collaborative distributed machine learning: a path to strengthen data privacy. In: Research Handbook on Digital Data. Edward Elgar Publishing, 2026 more… Full text ( DOI )
Rank, Sascha; Jin, David; Thiebes, Scott; Sunyaev, Ali: Privacy in Collaborative Deep Learning Systems: A Taxonomy and Archetypes. ACM Computing Surveys, 2026 more… Full text ( DOI )
Rank, Sascha; Thiebes, Scott; Sunyaev, Ali: Inter-Organizational Collaborative Machine Learning: A Problem Space Exploration. Proceedings of the 59th Hawaii International Conference on System Sciences, 2026Hawaii International Conference on System Sciences more…

Krohmann, Simon; Rank, Sascha; Schmidt-Kraepelin, Manuel; Thiebes, Scott; Sunyaev, Ali: Quest for quality: a review of design knowledge on gamified AI training data annotation systems. Behaviour & Information Technology, 2025, 1-26 more… Full text ( DOI )

Jin, David; Kannengießer, Niclas; Rank, Sascha; Sunyaev, Ali: Collaborative Distributed Machine Learning. ACM Computing Surveys, 2024 more… Full text ( DOI )
Rank, Sascha; Leiser, Florian; Thiebes, Scott; Sunyaev, Ali: Inter-Organizational Collaboration for Machine Learning: Motivating and Discouraging Factors in the Automotive Industry. ECIS 2024 Proceedings, 2024European Conference on Information Systems more…

Jin, David; Kannengießer, Niclas; Rank, Sascha; Sunyaev, Ali: A Design Toolbox for the Development of Collaborative Distributed Machine Learning Systems. 2023, more… Full text ( DOI )
Leiser, Florian; Rank, Sascha; Schmidt-Kraepelin, Manuel; Thiebes, Scott; Sunyaev, Ali: Medical informed machine learning: A scoping review and future research directions. Artificial Intelligence in Medicine 145, 2023, Art.-Nr.: 102676 more… Full text ( DOI )

Warsinsky, Simon; Schmidt-Kraepelin, Manuel; Rank, Sascha; Thiebes, Scott; Sunyaev, Ali: Conceptual Ambiguity Surrounding Gamification and Serious Games in Health Care: Literature Review and Development of Game-Based Intervention Reporting Guidelines (GAMING). Journal of medical internet research 23 (9), 2021, Art.-Nr.: e30390 more… Full text ( DOI )