{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,24]],"date-time":"2026-01-24T18:47:50Z","timestamp":1769280470546,"version":"3.49.0"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"CCF-AFSG Research Fund","award":["CCF-AFSG RF20210031"],"award-info":[{"award-number":["CCF-AFSG RF20210031"]}]},{"name":"Special Funding for Excellent Enterprise Technology Correspondent of Tianjin","award":["21YDTPJC00380"],"award-info":[{"award-number":["21YDTPJC00380"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62002175"],"award-info":[{"award-number":["62002175"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Open Project Fund of State Key Laboratory of Computer Architecture"},{"DOI":"10.13039\/501100010852","name":"Institute of Computing Technology, Chinese Academy of Sciences","doi-asserted-by":"publisher","award":["CARCHB202016"],"award-info":[{"award-number":["CARCHB202016"]}],"id":[{"id":"10.13039\/501100010852","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Key Research Project of Zhejiang Lab","award":["2021KF0AB04"],"award-info":[{"award-number":["2021KF0AB04"]}]},{"DOI":"10.13039\/501100006606","name":"Natural Science Foundation of Tianjin City","doi-asserted-by":"publisher","award":["20JCZDJC00610"],"award-info":[{"award-number":["20JCZDJC00610"]}],"id":[{"id":"10.13039\/501100006606","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Foundation of Information Security Evaluation Center of Civil Aviation"},{"DOI":"10.13039\/501100002881","name":"Civil Aviation University of China","doi-asserted-by":"publisher","award":["ISECCA-202102"],"award-info":[{"award-number":["ISECCA-202102"]}],"id":[{"id":"10.13039\/501100002881","id-type":"DOI","asserted-by":"publisher"}]},{"name":"People&#x0027;s Republic of China ministry of education science and technology development center","award":["2019J02019"],"award-info":[{"award-number":["2019J02019"]}]},{"name":"Tianjin Graduate Scientific Research Innovation Project","award":["2021YJSB014"],"award-info":[{"award-number":["2021YJSB014"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Parallel Distrib. Syst."],"published-print":{"date-parts":[[2022,12,1]]},"DOI":"10.1109\/tpds.2022.3177405","type":"journal-article","created":{"date-parts":[[2022,5,24]],"date-time":"2022-05-24T19:38:30Z","timestamp":1653421110000},"page":"4100-4116","source":"Crossref","is-referenced-by-count":14,"title":["SmartVM: A Smart Contract Virtual Machine for Fast On-Chain DNN Computations"],"prefix":"10.1109","volume":"33","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1697-8022","authenticated-orcid":false,"given":"Tao","family":"Li","sequence":"first","affiliation":[{"name":"College of Computer Science, Nankai University, Tianjin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3244-0812","authenticated-orcid":false,"given":"Yaozheng","family":"Fang","sequence":"additional","affiliation":[{"name":"College of Computer Science, Nankai University, Tianjin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0805-6394","authenticated-orcid":false,"given":"Ye","family":"Lu","sequence":"additional","affiliation":[{"name":"College of Computer Science, Nankai University, Tianjin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinni","family":"Yang","sequence":"additional","affiliation":[{"name":"College of Cyber Science, Nankai University, Tianjin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhaolong","family":"Jian","sequence":"additional","affiliation":[{"name":"College of Computer Science, Nankai University, Tianjin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1319-1224","authenticated-orcid":false,"given":"Zhiguo","family":"Wan","sequence":"additional","affiliation":[{"name":"Zhejiang Lab, Hangzhou, Zhejiang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6623-350X","authenticated-orcid":false,"given":"Yusen","family":"Li","sequence":"additional","affiliation":[{"name":"College of Computer Science, Nankai University, Tianjin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.1800503"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2018.2871449"},{"key":"ref33","first-page":"3703","article-title":"Beyond filters: Compact feature map for portable deep model","author":"wang","year":"2017","journal-title":"Int Conf Mach Learn"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00160"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref30","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3464421"},{"key":"ref36","first-page":"1","article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","author":"dosovitskiy","year":"2021","journal-title":"9th Proc Int Conf Learn Representations"},{"key":"ref35","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2014"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00290"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3289602.3293915"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref2","article-title":"AI enabled blockchain smart contracts: Cyber resilient energy infrastructure and IoT","author":"mylrea","year":"2018","journal-title":"Proc Conf Assoc Advance Artif Intell Spring Symp Ser"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.021.1900629"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2896894"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3285017.3285027"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2019.2942301"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s00446-019-00357-z"},{"key":"ref23","first-page":"1","article-title":"Ethereum: A secure decentralised generalised transaction ledger","volume":"151","author":"wood","year":"2014","journal-title":"Ethereum Project Yellow Paper"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01211"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2019.2895123"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-020-00636-3"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3093234"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1613\/jair.374"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2020.2989002"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3377811.3380334"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3276486"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3106942"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2020.3000354"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-67262-5_1"},{"key":"ref15","first-page":"1307","article-title":"Evil under the sun: Understanding and discovering attacks on ethereum decentralized applications","author":"su","year":"2021","journal-title":"Proc 30th USENIX Secur Symp"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-3376-1"},{"key":"ref17","article-title":"Agatha: Smart contract for DNN computation","author":"zheng","year":"2021"},{"key":"ref18","article-title":"Training massive deep neural networks in a smart contract: A new hope","author":"yang","year":"2021"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2017.2773504"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3064176"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2021.3051681"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00338"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2957140"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00341"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2917307"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3402450"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3360611"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3331469"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00460"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3129615"},{"key":"ref42","first-page":"1271","article-title":"EOSAFE: Security analysis of EOSIO smart contracts","author":"he","year":"2021","journal-title":"Proc 30th USENIX Secur Symp"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3372297.3417243"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/2684746.2689060"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3061639.3062244"}],"container-title":["IEEE Transactions on Parallel and Distributed Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/71\/9790018\/09780577.pdf?arnumber=9780577","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,10]],"date-time":"2022-10-10T20:04:03Z","timestamp":1665432243000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9780577\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,1]]},"references-count":52,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tpds.2022.3177405","relation":{},"ISSN":["1045-9219","1558-2183","2161-9883"],"issn-type":[{"value":"1045-9219","type":"print"},{"value":"1558-2183","type":"electronic"},{"value":"2161-9883","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,12,1]]}}}