{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T14:13:39Z","timestamp":1772892819421,"version":"3.50.1"},"reference-count":30,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62371030"],"award-info":[{"award-number":["62371030"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Beijing Municipal Natural Science Foundation","award":["4222008"],"award-info":[{"award-number":["4222008"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Dev. Syst."],"published-print":{"date-parts":[[2025,8]]},"DOI":"10.1109\/tcds.2025.3527639","type":"journal-article","created":{"date-parts":[[2025,1,9]],"date-time":"2025-01-09T15:08:28Z","timestamp":1736435308000},"page":"908-922","source":"Crossref","is-referenced-by-count":4,"title":["DTAS: An Adaptive Critical Scenarios Generation Method for Decision Boundary Assessment"],"prefix":"10.1109","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9455-4597","authenticated-orcid":false,"given":"Hui","family":"Lu","sequence":"first","affiliation":[{"name":"School of Electronic and Information Engineering, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-3691-1692","authenticated-orcid":false,"given":"Yuanhang","family":"Hu","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-0672-4893","authenticated-orcid":false,"given":"Shiqi","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6312-2601","authenticated-orcid":false,"given":"Ping","family":"Zhou","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5129-995X","authenticated-orcid":false,"given":"Shi","family":"Cheng","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shaanxi Normal University, Xi&#x2019;an, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.isatra.2023.01.031"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCDS.2021.3132282"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3074695"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.491"},{"key":"ref5","first-page":"2858","article-title":"Decision trees for decision-making under the predict-then-optimize framework","volume-title":"Proc. Int. Conf. Mach. Learn. (ICML)","author":"Elmachtoub","year":"2020"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3248121"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.12.021"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00030"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW63382.2024.00032"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCDS.2020.2974509"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2019.8917119"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3191088"},{"key":"ref13","article-title":"Characterizing the decision boundary of deep neural networks","author":"Karimi","year":"2019"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3201490"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2017.7989173"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2017.10.031"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3326654"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/b978-0-32-396098-4.00020-x"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-739X(97)00021-6"},{"key":"ref20","article-title":"Explaining and harnessing adversarial examples","author":"Goodfellow","year":"2014"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1201\/9781351251389-8"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00957"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00777"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-8991-9_29"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/tim.2024.3381706"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11501"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.6112"},{"key":"ref28","first-page":"654","article-title":"Keep the decision tree and estimate the class probabilities using its decision boundary","volume-title":"Proc. Int. Joint Conf. Artif. Intell.","author":"Alvarez","year":"2007"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2024.111808"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-019-02404-6"}],"container-title":["IEEE Transactions on Cognitive and Developmental Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7274989\/11118941\/10834805.pdf?arnumber=10834805","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,16]],"date-time":"2025-12-16T18:32:57Z","timestamp":1765909977000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10834805\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8]]},"references-count":30,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tcds.2025.3527639","relation":{},"ISSN":["2379-8920","2379-8939"],"issn-type":[{"value":"2379-8920","type":"print"},{"value":"2379-8939","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8]]}}}