{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,3]],"date-time":"2024-09-03T05:16:07Z","timestamp":1725340567439},"reference-count":69,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2023,3,1]],"date-time":"2023-03-01T00:00:00Z","timestamp":1677628800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,3,1]],"date-time":"2023-03-01T00:00:00Z","timestamp":1677628800000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,3,1]],"date-time":"2023-03-01T00:00:00Z","timestamp":1677628800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,3,1]],"date-time":"2023-03-01T00:00:00Z","timestamp":1677628800000},"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":["62102091","U1636204","U1836210","U1836213","U1736208","61972099"],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["BX2021079","2021M690706"],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100007219","name":"Natural Science Foundation of Shanghai","doi-asserted-by":"publisher","award":["19ZR1404800"],"id":[{"id":"10.13039\/100007219","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Program on Key Basic Research","award":["2015CB358800"]},{"DOI":"10.13039\/501100008982","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CNS-18-54000"],"id":[{"id":"10.13039\/501100008982","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Dependable and Secure Comput."],"published-print":{"date-parts":[[2023,3,1]]},"DOI":"10.1109\/tdsc.2022.3144697","type":"journal-article","created":{"date-parts":[[2022,1,25]],"date-time":"2022-01-25T20:33:29Z","timestamp":1643142809000},"page":"902-916","source":"Crossref","is-referenced-by-count":3,"title":["Slowing Down the Aging of Learning-Based Malware Detectors With API Knowledge"],"prefix":"10.1109","volume":"20","author":[{"ORCID":"http:\/\/orcid.org\/0000-0002-1118-7582","authenticated-orcid":false,"given":"Xiaohan","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Computer Science, Fudan University, Shanghai, China"}]},{"ORCID":"http:\/\/orcid.org\/0000-0003-3567-3478","authenticated-orcid":false,"given":"Mi","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Fudan University, Shanghai, China"}]},{"ORCID":"http:\/\/orcid.org\/0000-0003-0726-9996","authenticated-orcid":false,"given":"Yuan","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Fudan University, Shanghai, China"}]},{"ORCID":"http:\/\/orcid.org\/0000-0003-0074-5208","authenticated-orcid":false,"given":"Ming","family":"Zhong","sequence":"additional","affiliation":[{"name":"School of Computer Science, Fudan University, Shanghai, China"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-4340-1846","authenticated-orcid":false,"given":"Xin","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Fudan University, Shanghai, China"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-9618-4830","authenticated-orcid":false,"given":"Yinzhi","family":"Cao","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA"}]},{"ORCID":"http:\/\/orcid.org\/0000-0001-9714-5545","authenticated-orcid":false,"given":"Min","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Fudan University, Shanghai, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-04283-1_6"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-11203-9_10"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2014.23247"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2660267.2660359"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2015.103"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2897845.2897860"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/WIW.2016.040"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3029806.3029823"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-66399-9_4"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2016.7727508"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2017.23353"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/EuroSP.2019.00014"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3128572.3140442"},{"key":"ref14","article-title":"Malware detection by eating a whole EXE","author":"Raff","year":"2018"},{"key":"ref15","article-title":"EMBER: An open dataset for training static PE malware machine learning models","author":"Anderson","year":"2018"},{"key":"ref16","first-page":"729","article-title":"TESSERACT: Eliminating experimental bias in malware classification across space and time","volume-title":"Proc. 28th USENIX Secur. Symp.","author":"Pendlebury"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3465171"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2909745"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3371924"},{"key":"ref20","article-title":"Machine learning methods for malware detection","year":"2019"},{"key":"ref21","first-page":"625","article-title":"Transcend: Detecting concept drift in malware classification models","volume-title":"Proc. 26th USENIX Secur. Symp.","author":"Jordaney"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3417978"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2021.3082002"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/MSEC.2018.2875369"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.107234"},{"key":"ref26","article-title":"XLoader android spyware and banking trojan distributed via DNS spoofing","year":"2018"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2013.12"},{"key":"ref28","article-title":"Android API reference","year":"2020"},{"key":"ref29","article-title":"Android version distribution dashboards","year":"2021"},{"key":"ref30","article-title":"Windows API documents","year":"2020"},{"key":"ref31","article-title":"Manifest.permission","year":"2020"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3372297.3417291"},{"key":"ref33","first-page":"3111","article-title":"Distributed representations of words and phrases and their compositionality","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Mikolov"},{"key":"ref34","first-page":"2787","article-title":"Translating embeddings for modeling multi-relational data","volume-title":"Proc. 26th Int. Conf. Neural Inf. Process. Syst.","author":"Bordes"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v28i1.8870"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v29i1.9491"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899X\/336\/1\/012017"},{"key":"ref38","article-title":"spaCy - Industrial-strength natural language processing","year":"2020"},{"key":"ref39","article-title":"TensorFlow - An end-to-end open source machine learning platform","year":"2020"},{"key":"ref40","article-title":"scikit-learn, Machine learning in python","year":"2020"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/2382196.2382222"},{"key":"ref42","first-page":"1101","article-title":"On demystifying the android application framework: Re-visiting android permission specification analysis","volume-title":"Proc. 25th USENIX Secur. Symp.","author":"Backes"},{"key":"ref43","article-title":"VirusTotal","year":"2020"},{"key":"ref44","article-title":"Measuring and modeling the label dynamics of online anti-malware engines","volume-title":"Proc. 29th USENIX Secur. Symp.","author":"Zhu"},{"key":"ref45","article-title":"AndroZoo","year":"2016"},{"key":"ref46","article-title":"VirusShare","year":"2020"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-60876-1_12"},{"key":"ref48","article-title":"AMD Dataset","author":"Li Y","year":"2019"},{"key":"ref49","article-title":"MamaDroid code","year":"2021"},{"key":"ref50","article-title":"DroidEvolver code","year":"2021"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/MSR.2017.57"},{"key":"ref52","article-title":"A tool for reverse engineering android APK files","year":"2019"},{"key":"ref53","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/SP40000.2020.00073"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM.2018.8508284"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.diin.2018.01.007"},{"key":"ref57","first-page":"659","article-title":"Finding unknown malice in 10 seconds: Mass vetting for new threats at the Google-Play scale","volume-title":"Proc. 24th USENIX Secur. Symp.","author":"Chen"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2018.23296"},{"key":"ref59","first-page":"201","article-title":"Grab\u2019n Run: Secure and practical dynamic code loading for android applications","volume-title":"Proc. 31st Annu. Comput. Secur. Appl. Conf.","author":"Falsina"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/2931037.2931044"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ASE.2015.69"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24177-7_15"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2014.23328"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2015.50"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/659101"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2020.101760"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1145\/1376616.1376746"},{"key":"ref68","article-title":"Google - Introducing the knowledge graph: Things, not strings","year":"2020"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/ICSME.2018.00028"}],"container-title":["IEEE Transactions on Dependable and Secure Computing"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/8858\/10068314\/9693181-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8858\/10068314\/09693181.pdf?arnumber=9693181","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,13]],"date-time":"2024-01-13T22:36:36Z","timestamp":1705185396000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9693181\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,3,1]]},"references-count":69,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tdsc.2022.3144697","relation":{},"ISSN":["1545-5971","1941-0018","2160-9209"],"issn-type":[{"value":"1545-5971","type":"print"},{"value":"1941-0018","type":"electronic"},{"value":"2160-9209","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,3,1]]}}}