{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,8]],"date-time":"2026-03-08T01:44:47Z","timestamp":1772934287198,"version":"3.50.1"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,8]]},"DOI":"10.1109\/bigdata66926.2025.11401076","type":"proceedings-article","created":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T20:57:57Z","timestamp":1772830677000},"page":"267-274","source":"Crossref","is-referenced-by-count":0,"title":["Vertical Federated Learning on Scattered Directive: Enforcing Policies on VFL Workflows"],"prefix":"10.1109","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-8324-1821","authenticated-orcid":false,"given":"Jake","family":"Jongejans","sequence":"first","affiliation":[{"name":"University of Amsterdam,Complex Cyber Infrastructure,Amsterdam,The Netherlands"}]},{"given":"Alexandros","family":"Koufakis","sequence":"additional","affiliation":[{"name":"University of Amsterdam,Complex Cyber Infrastructure,Amsterdam,The Netherlands"}]},{"given":"Ana","family":"Oprescu","sequence":"additional","affiliation":[{"name":"University of Amsterdam,Complex Cyber Infrastructure,Amsterdam,The Netherlands"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"International Conference on Artificial Intelligence and Statistics","author":"McMahan"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3352628"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/LCNSymposium50271.2020.9363266"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICSA-C63560.2024.00008"},{"key":"ref5","article-title":"Trusted big data sharing for aircraft mro using a secure digital market place mechanism","author":"van Engers","journal-title":"NWO\/STW Workshop \u201cICT with Industry 2016"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/eScience.2019.00078"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.csi.2006.01.004"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2014.06.002"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2019.2958545"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2024.107550"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3425898.3426958"},{"key":"ref12","doi-asserted-by":"crossref","DOI":"10.5463\/thesis.1143","article-title":"Vertical federated learning for cerebrovascular accident outcome prediction","volume-title":"Ph.D. dissertation","author":"Allaart","year":"2025"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/SaTML59370.2024.00029"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2022.3227326"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3657290"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3720539"},{"key":"ref17","volume-title":"Flower: A friendly federated learning research framework","author":"Beutel","year":"2022"},{"key":"ref18","volume-title":"PBM-VFL: Vertical federated learning with feature and sample privacy","author":"Tran","year":"2025"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3627993"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/BigData66926.2025.11401516"},{"key":"ref21","author":"LeCun","year":"2005","journal-title":"The MNIST database of handwritten digits"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.54097\/frg00911"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-4218-3_29"},{"key":"ref24","article-title":"NVIDIA FLARE: Federated learning from simulation to real-world","author":"Roth","year":"2023","journal-title":"IEEE Data Eng. Bull."}],"event":{"name":"2025 IEEE International Conference on Big Data (BigData)","location":"Macau, China","start":{"date-parts":[[2025,12,8]]},"end":{"date-parts":[[2025,12,11]]}},"container-title":["2025 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11400704\/11400712\/11401076.pdf?arnumber=11401076","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T07:04:11Z","timestamp":1772867051000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11401076\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,8]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/bigdata66926.2025.11401076","relation":{},"subject":[],"published":{"date-parts":[[2025,12,8]]}}}