Forschungsinteressen

Robust Collaborative Machine Learning
Multi-agent Systems
Distributed Ledger Technology

Teaching
Titel	Typ	Semester	Ort
Critical Information Infrastructures		Every winter semester	Building 05.20 - KIT-Campus South

Publication List

2026

Buchaufsätze

Collaborative distributed machine learning: a path to strengthen data privacy
Rank, S.; Jin, D.; Kannengießer, N.; Sunyaev, A.
2026. Research Handbook on Digital Data: Interdisciplinary Perspectives. Ed.: A. Aaltonen , M. Stelmaszak, K. Lyytinen, 343–357, Edward Elgar Publishing. doi:10.4337/9781035348718.00033

2024

Zeitschriftenaufsätze

Collaborative Distributed Machine Learning
Jin, D.; Kannengießer, N.; Rank, S.; Sunyaev, A.
2024. ACM Computing Surveys. doi:10.1145/3704807

2023

Forschungsberichte/Preprints

A Design Toolbox for the Development of Collaborative Distributed Machine Learning Systems
Jin, D.; Kannengießer, N.; Rank, S.; Sunyaev, A.
2023. doi:10.5445/IR/1000162704

2022

Proceedingsbeiträge

Tackling Challenges of Robustness Measures for Autonomous Agent Collaboration in Open Multi-Agent Systems
Jin, D.; Kannengießer, N.; Sturm, B.; Sunyaev, A.
2022. Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS), Maui, Hawaii, 03.01.2022-07.01.2022, 7585–7594. doi:10.24251/HICSS.2022.911