{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T06:16:11Z","timestamp":1783059371549,"version":"3.54.6"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T00:00:00Z","timestamp":1773705600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T00:00:00Z","timestamp":1773705600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada (NSERC):","doi-asserted-by":"publisher","award":["RGPIN-202305440,RGPIN-2025-05897"],"award-info":[{"award-number":["RGPIN-202305440,RGPIN-2025-05897"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,3,17]]},"DOI":"10.1109\/saner67736.2026.00037","type":"proceedings-article","created":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T19:41:17Z","timestamp":1783021277000},"page":"264-274","source":"Crossref","is-referenced-by-count":0,"title":["MLmisFinder: A Specification and Detection Approach of Machine Learning Service Misuses"],"prefix":"10.1109","author":[{"given":"Hadil Ben","family":"Amor","sequence":"first","affiliation":[{"name":"&#x00C9;cole de Technologie Sup&#x00E9;rieure,Montr&#x00E9;al,Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Niruthiha","family":"Selvanayagam","sequence":"additional","affiliation":[{"name":"&#x00C9;cole de Technologie Sup&#x00E9;rieure,Montr&#x00E9;al,Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Manel","family":"Abdellatif","sequence":"additional","affiliation":[{"name":"&#x00C9;cole de Technologie Sup&#x00E9;rieure,Montr&#x00E9;al,Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Taher A.","family":"Ghaleb","sequence":"additional","affiliation":[{"name":"Trent University Peterborough,Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Naouel","family":"Moha","sequence":"additional","affiliation":[{"name":"&#x00C9;cole de Technologie Sup&#x00E9;rieure,Montr&#x00E9;al,Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","first-page":"10491062","article-title":"MArk: Exploiting cloud services for cost-effective, SLO-aware machine learning inference serving","volume-title":"USENIX Annual Technical Conference (USENIX ATC 19)","author":"Zhang","year":"2019"},{"key":"ref2","volume-title":"Google Cloud. Automl"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE43902.2021.00024"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3540250.3549088"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2021.3137227"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3806197"},{"key":"ref7","volume-title":"Termination policy","author":"Azure"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TechDebt52882.2021.00016"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/IWESEP49350.2019.00017"},{"key":"ref10","first-page":"7","article-title":"Investigating the impact of solid design principles on machine learning code understanding","volume-title":"Proceedings of the IEEE\/ACM 3rd International Conference on AI Engineering-Software Engineering for AI","author":"Cabral","year":"2024"},{"key":"ref11","first-page":"1","article-title":"Demystifying and detecting misuses of deep learning APIs","volume-title":"Proceedings of the IEEE\/ACM 46th International Conference on Software Engineering","author":"Wei","year":"2024"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3540250.3549123"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3522664.3528605"},{"key":"ref14","first-page":"77","article-title":"Matchmaker: Data drift mitigation in machine learning for large-scale systems","volume-title":"Proceedings of Machine Learning and Systems","volume":"4","author":"Mallick","year":"2022"},{"key":"ref15","volume-title":"Microsoft"},{"key":"ref16","article-title":"A study of checkpointing in large scale training of deep neural networks","author":"Rojas","year":"2020","journal-title":"arXiv preprint"},{"key":"ref17","volume-title":"Google Cloud"},{"key":"ref18","volume-title":"Microsoft"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1168\/2\/022022"},{"key":"ref20","volume-title":"AWS"},{"key":"ref21","first-page":"334","article-title":"Data validation for machine learning","volume-title":"Proceedings of machine learning and systems","volume":"1","author":"Polyzotis","year":"2019"},{"key":"ref22","volume-title":"Microsoft. Openai"},{"key":"ref23","volume-title":"Microsoft"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1097\/NNR.0000000000000194"},{"key":"ref25","volume-title":"Google Cloud"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICSTW.2018.00061"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CAIN66642.2025.00026"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3510457.3513041"},{"key":"ref29","volume-title":"MLmisFinder: A Specification and Detection Approach of Machine Learning Service Misuses (Replication Package)","author":"Ben Amor","year":"2026"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2023.111755"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CAIN58948.2023.00013"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/1095430.1081755"}],"event":{"name":"2026 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)","location":"Limassol, Cyprus","start":{"date-parts":[[2026,3,17]]},"end":{"date-parts":[[2026,3,20]]}},"container-title":["2026 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11576582\/11576527\/11576696.pdf?arnumber=11576696","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T05:20:46Z","timestamp":1783056046000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11576696\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,17]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/saner67736.2026.00037","relation":{},"subject":[],"published":{"date-parts":[[2026,3,17]]}}}