{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T07:50:47Z","timestamp":1767340247061,"version":"3.41.2"},"reference-count":29,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,5,12]],"date-time":"2025-05-12T00:00:00Z","timestamp":1747008000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,12]],"date-time":"2025-05-12T00:00:00Z","timestamp":1747008000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"publisher","award":["101120853"],"award-info":[{"award-number":["101120853"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,5,12]]},"DOI":"10.1109\/icps65515.2025.11087915","type":"proceedings-article","created":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T18:38:25Z","timestamp":1753900705000},"page":"1-6","source":"Crossref","is-referenced-by-count":1,"title":["FedMqADV: A Unified Framework for End-to-End Evaluation of MQTT-Based Federated Learning in Adversarial Setting"],"prefix":"10.1109","author":[{"given":"Ndeye Gagnessiry","family":"Ndiaye","sequence":"first","affiliation":[{"name":"Framatome"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christoph","family":"Ruland","sequence":"additional","affiliation":[{"name":"University of Siegen"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Karl","family":"Waedt","sequence":"additional","affiliation":[{"name":"Framatome"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oumayma","family":"Zeddini","sequence":"additional","affiliation":[{"name":"Framatome"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Erkin","family":"Kirdan","sequence":"additional","affiliation":[{"name":"Framatome"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Federated optimization: Distributed machine learning for on-device intelligence","author":"Kone\u010dn\u1ef3","year":"2016","journal-title":"arXiv preprint"},{"volume-title":"Advances and open problems in federated learning","year":"2021","author":"P. K.","key":"ref2"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/UCC56403.2022.00018"},{"volume-title":"Sdflmq: A semi-decentralized federated learning framework over mqtt","year":"2025","author":"Ali-Pour","key":"ref4"},{"key":"ref5","doi-asserted-by":"crossref","DOI":"10.1109\/WiMob61911.2024.10770536","volume-title":"A secure and trustworthy network architecture for federated learning healthcare applications","author":"Boiano","year":"2024"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-023-01179-5"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2024.109950"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/WiMob61911.2024.10770536"},{"volume-title":"Trustfed: A reliable federated learning framework with malicious-attack resistance","year":"2023","author":"Su","key":"ref9"},{"article-title":"Fedmqadv: A preliminary study of mqtt-based federated learning performance in adversarial setting","volume-title":"Proceedings of the 21st IEEE International Conference on Factory Communication Systems (WFCS 2025)","author":"Ndiaye","key":"ref10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/app12199901"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-024-10846-8"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-9739-8_7"},{"key":"ref14","first-page":"2938","article-title":"How to backdoor federated learning","volume-title":"International conference on artificial intelligence and statistics","author":"Bagdasaryan","year":"2020"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-72188-6_6"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00065"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2810103.2813677"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00029"},{"key":"ref19","first-page":"1605","article-title":"Local model poisoning attacks to \\{Byzantine-Robust\\} federated learning","volume-title":"29th USENIX security symposium (USENIX Security 20)","author":"Fang"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CANDARW64572.2024.00020"},{"key":"ref21","article-title":"A general approach to adding differential privacy to iterative training procedures","author":"McMahan","year":"2018","journal-title":"arXiv preprint"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2019.04.011"},{"key":"ref23","article-title":"Cybersecurity testing for industry 4.0: Enhancing deployments in operational i&c systems through adversarial testing and explainable ai","volume-title":"INFORMATIK 2024","author":"Ndiaye","year":"2024"},{"key":"ref24","first-page":"493","article-title":"BatchCrypt: Efficient homomorphic encryption for Cross-Silo federated learning","volume-title":"2020 USENIX annual technical conference (USENIX ATC 20)","author":"Zhang","year":"2020"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3133982"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/a15080273"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS56928.2023.10154441"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/BlackSeaCom58138.2023.10299779"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3233\/NICSP220039"}],"event":{"name":"2025 IEEE 8th International Conference on Industrial Cyber-Physical Systems (ICPS)","start":{"date-parts":[[2025,5,12]]},"location":"Emden, Germany","end":{"date-parts":[[2025,5,15]]}},"container-title":["2025 IEEE 8th International Conference on Industrial Cyber-Physical Systems (ICPS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11087818\/11087819\/11087915.pdf?arnumber=11087915","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,31]],"date-time":"2025-07-31T05:02:08Z","timestamp":1753938128000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11087915\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,12]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/icps65515.2025.11087915","relation":{},"subject":[],"published":{"date-parts":[[2025,5,12]]}}}