{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T06:12:27Z","timestamp":1774678347111,"version":"3.50.1"},"reference-count":105,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2021,6,15]],"date-time":"2021-06-15T00:00:00Z","timestamp":1623715200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,6,15]],"date-time":"2021-06-15T00:00:00Z","timestamp":1623715200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,6,15]],"date-time":"2021-06-15T00:00:00Z","timestamp":1623715200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council of United Kingdom","doi-asserted-by":"publisher","award":["EP\/R030863\/1"],"award-info":[{"award-number":["EP\/R030863\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2021,6,15]]},"DOI":"10.1109\/jiot.2020.3018691","type":"journal-article","created":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T21:12:23Z","timestamp":1598303543000},"page":"9568-9579","source":"Crossref","is-referenced-by-count":35,"title":["Robust Learning-Enabled Intelligence for the Internet of Things: A Survey From the Perspectives of Noisy Data and Adversarial Examples"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0801-8443","authenticated-orcid":false,"given":"Yulei","family":"Wu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.282"},{"key":"ref38","first-page":"427","article-title":"Deep neural networks are easily fooled: High confidence predictions for unrecognizable images","author":"nguyen","year":"2015","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit (CVPR)"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2926645"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2019.00255"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9013408"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2020.3004592"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2016.7842171"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TAAI.2018.00032"},{"key":"ref35","first-page":"8536","article-title":"Co-teaching: Robust training of deep neural networks with extremely noisy labels","author":"han","year":"2018","journal-title":"Proc 32nd Int Conf Neural Inf Process Syst"},{"key":"ref34","first-page":"195","article-title":"Data cleaning mechanism for big data and cloud computing","author":"rahul","year":"2019","journal-title":"Proc 6th Int Conf Computt Sustain Global Develop (INDIACom)"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2823498"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.1900179"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2020.3001081"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2015.2398824"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/2051693"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysarc.2012.07.001"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3339252.3340503"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CCECE.2019.8861593"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.23919\/ACC.2019.8814865"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1201\/9781315155678"},{"key":"ref100","first-page":"908","article-title":"Safe model-based reinforcement learning with stability guarantees","author":"berkenkamp","year":"2017","journal-title":"Advances in Neural IInformation Processing Systems"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/s19153428"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1700906"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2018.1700263"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.04.003"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.01.054"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2995504"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2919743"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3001597"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.2975227"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2907871"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2884654"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2019.2953033"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2952721"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2019.2904633"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2018.1700317"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2870294"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.1900570"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/MCE.2020.2969195"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.1900054"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.2986662"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2019.1800543"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.2975897"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2019.1800344"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2805369"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2018.1700202"},{"key":"ref41","first-page":"2430","article-title":"Label-less learning for emotion cognition","volume":"31","author":"chen","year":"2020","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2019.2957804"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2019.1800286"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2878640"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2876701"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.02.015"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2019.08.006"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2017.1800097"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2017.1800094"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/ICECCT.2019.8868984"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/BigData47090.2019.9005680"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3004231"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2952146"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-1301-5_27"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2020.07.023"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2019.06.002"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2020.2988715"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2958616"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/MCOMSTD.2019.1900011"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/MCE.2018.2867972"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/HPCC\/SmartCity\/DSS.2019.00095"},{"key":"ref68","first-page":"8087","article-title":"Towards experienced anomaly detector through reinforcement learning","author":"huang","year":"2018","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2949088"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/JEEIT.2019.8717523"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1201\/9780429199820"},{"key":"ref95","article-title":"Towards interpretable explanations for transfer learning in sequential tasks","author":"ramakrishnan","year":"2016","journal-title":"Proc AAAI Spring Symposia"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1145\/3180155.3180220"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1145\/3306618.3314229"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33013614"},{"key":"ref105","first-page":"4584","article-title":"Towards robust detection of adversarial examples","author":"pang","year":"2018","journal-title":"Proc 32nd Int Conf Neural Inf Process Syst"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/ISPA\/IUCC.2017.00059"},{"key":"ref104","article-title":"Measuring the reliability of reinforcement learning algorithms","author":"chan","year":"2020","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2806483"},{"key":"ref103","first-page":"3207","article-title":"Deep reinforcement learning that matters","author":"henderson","year":"2018","journal-title":"Proc 32nd AAAI Conf Artif Intell AAAI-18) 30th Innovat Appl Artif Intell (IAAI-18) 8th AAAI Symp Educ Adv Artif Intell (EAAI-18)"},{"key":"ref102","first-page":"1329","article-title":"Benchmarking deep reinforcement learning for continuous control","author":"duan","year":"2016","journal-title":"Proc 33rd Int Conf Mach Learn Vol 48"},{"key":"ref98","article-title":"Reinforcement learning algorithm selection","author":"laroche","year":"2018","journal-title":"Proc 6th Int Conf Learn Represent (ICLR)"},{"key":"ref99","first-page":"3652","article-title":"Safe policy improvement with baseline bootstrapping","author":"laroche","year":"2019","journal-title":"Proc Int Conf Mach Learn (ICML)"},{"key":"ref96","first-page":"38","article-title":"Measuring calibration in deep learning","author":"nixon","year":"2019","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit Workshops (CVPR)"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/583"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.05.012"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2018.2848960"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2020.05.035"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2020.2966615"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/HPCC\/SmartCity\/DSS.2018.00074"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2926979"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2897133"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/BigData47090.2019.9006249"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2943176"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/CCGRID.2019.00031"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3008420"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/INDICON.2017.8487562"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysarc.2011.03.005"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2019.8761559"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/ICCP.2017.8116997"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2912631"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9013824"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2017.7925444"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/DSN.2019.00068"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.3390\/data3040046"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/9447294\/09174633.pdf?arnumber=9174633","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:53:47Z","timestamp":1652194427000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9174633\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6,15]]},"references-count":105,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2020.3018691","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,6,15]]}}}