{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T01:31:52Z","timestamp":1730251912462,"version":"3.28.0"},"reference-count":29,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,2,19]],"date-time":"2024-02-19T00:00:00Z","timestamp":1708300800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,2,19]],"date-time":"2024-02-19T00:00:00Z","timestamp":1708300800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,2,19]]},"DOI":"10.1109\/icnc59896.2024.10556354","type":"proceedings-article","created":{"date-parts":[[2024,6,21]],"date-time":"2024-06-21T17:20:54Z","timestamp":1718990454000},"page":"168-174","source":"Crossref","is-referenced-by-count":0,"title":["Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks"],"prefix":"10.1109","author":[{"given":"Dhruv","family":"Nandakumar","sequence":"first","affiliation":[{"name":"Deloitte & Touche LLP"}]},{"given":"Devin","family":"Quinn","sequence":"additional","affiliation":[{"name":"Deloitte & Touche LLP"}]},{"given":"Elijah","family":"Soba","sequence":"additional","affiliation":[{"name":"Deloitte & Touche LLP"}]},{"given":"Eunyoung","family":"Kim","sequence":"additional","affiliation":[{"name":"Deloitte & Touche LLP"}]},{"given":"Christopher","family":"Redino","sequence":"additional","affiliation":[{"name":"Deloitte & Touche LLP"}]},{"given":"Chris","family":"Chan","sequence":"additional","affiliation":[{"name":"Deloitte & Touche LLP"}]},{"given":"Kevin","family":"Choi","sequence":"additional","affiliation":[{"name":"Deloitte & Touche LLP"}]},{"given":"Abdul","family":"Rahman","sequence":"additional","affiliation":[{"name":"Deloitte & Touche LLP"}]},{"given":"Edward","family":"Bowen","sequence":"additional","affiliation":[{"name":"Deloitte & Touche LLP"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CyberSecPODS.2019.8885196"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICOIN56518.2023.10049039"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ITNEC.2016.7560382"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9533481"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s11416-011-0152-x"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1016\/j.cose.2017.10.007","article-title":"A malware detection method based on family behavior graph","volume":"73","author":"Ding","year":"2018","journal-title":"Computers and Security"},{"key":"ref7","doi-asserted-by":"crossref","DOI":"10.1145\/1653662.1653736","volume-title":"Large-scale malware indexing using function-call graphs","author":"Hu","year":"2009"},{"volume-title":"Malware classification based on call graph clustering","year":"2010","author":"Kinable","key":"ref8"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CCST.2019.8888406"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICCWS53234.2021.9703021"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/NTMS.2019.8763852"},{"volume-title":"Large-scale malware indexing using function-call graphs","year":"2020","author":"Hu","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCIS56430.2022.10037596"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA55696.2022.00210"},{"key":"ref15","first-page":"3469","article-title":"Deepreflect: Discovering malicious functionality through binary reconstruction","volume-title":"Proceedings of the 30th USENIX Security Symposium, ser. Proceedings of the 30th USENIX Security Symposium","author":"Downing"},{"key":"ref16","first-page":"905","article-title":"Attack2vec: Leveraging temporal word embeddings to understand the evolution of cyberattacks","volume-title":"ser. SEC19","author":"Shen","year":"2019"},{"issue":"1","key":"ref17","article-title":"Darkembed: Exploit prediction with neural language models","volume-title":"Proceedings of the AAAI Conference on Artificial Intelligence","volume":"32","author":"Tavabi"},{"article-title":"Malware traffic analysis","volume-title":"B. Malware Traffic Analysis","year":"2023","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.5220\/0006105602530262"},{"volume-title":"Learning and classification of malware behavior","year":"1970","author":"Rieck","key":"ref20"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1023\/A:1007379606734","article-title":"Multitask learning","volume":"28","author":"Caruana","year":"1997","journal-title":"Machine Learning"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00482"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2018.8422622"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/electronics9101684"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966342"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3033494"},{"volume-title":"Umap: Uniform manifold approximation and projection for dimension reduction","year":"2020","author":"McInnes","key":"ref27"},{"key":"ref28","article-title":"Model-agnostic meta-learning for fast adaptation of deep networks","volume-title":"International Conference on Machine Learning","author":"Finn","year":"2017"},{"key":"ref29","article-title":"Anomaly detection via federated learning","volume":"abs\/2210.06614","author":"Vucovich","year":"2022","journal-title":"ArXiv"}],"event":{"name":"2024 International Conference on Computing, Networking and Communications (ICNC)","start":{"date-parts":[[2024,2,19]]},"location":"Big Island, HI, USA","end":{"date-parts":[[2024,2,22]]}},"container-title":["2024 International Conference on Computing, Networking and Communications (ICNC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10555566\/10555889\/10556354.pdf?arnumber=10556354","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,25]],"date-time":"2024-06-25T19:15:09Z","timestamp":1719342909000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10556354\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,2,19]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/icnc59896.2024.10556354","relation":{},"subject":[],"published":{"date-parts":[[2024,2,19]]}}}