{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,24]],"date-time":"2026-01-24T19:09:09Z","timestamp":1769281749187,"version":"3.49.0"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,8]],"date-time":"2025-06-08T00:00:00Z","timestamp":1749340800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,8]],"date-time":"2025-06-08T00:00:00Z","timestamp":1749340800000},"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":[[2025,6,8]]},"DOI":"10.1109\/icc52391.2025.11161263","type":"proceedings-article","created":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T17:34:55Z","timestamp":1758908095000},"page":"6401-6407","source":"Crossref","is-referenced-by-count":3,"title":["Malware Detection in Docker Containers: An Image is Worth a Thousand Logs"],"prefix":"10.1109","author":[{"given":"Akis","family":"Nousias","sequence":"first","affiliation":[{"name":"K3Y Ltd,Sofia,Bulgaria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Efklidis","family":"Katsaros","sequence":"additional","affiliation":[{"name":"K3Y Ltd,Sofia,Bulgaria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Evangelos","family":"Syrmos","sequence":"additional","affiliation":[{"name":"K3Y Ltd,Sofia,Bulgaria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Panagiotis","family":"Radoglou-Grammatikis","sequence":"additional","affiliation":[{"name":"K3Y Ltd,Sofia,Bulgaria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas","family":"Lagkas","sequence":"additional","affiliation":[{"name":"International Hellenic University,Department of Computer Science,Kavala,Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vasileios","family":"Argyriou","sequence":"additional","affiliation":[{"name":"Kingston University,Department of Networks and Digital Media,London,U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ioannis","family":"Moscholios","sequence":"additional","affiliation":[{"name":"University of Peloponnese,Department Informatics &#x0026; Telecommunications,Tripolis,Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Evangelos","family":"Markakis","sequence":"additional","affiliation":[{"name":"Hellenic Mediterranean University,Department of Electrical and Computer Engineering,Heraklion,Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sotirios","family":"Goudos","sequence":"additional","affiliation":[{"name":"Aristotle University of Thessaloniki,Physics Department,Thessaloniki,Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Panagiotis","family":"Sarigiannidis","sequence":"additional","affiliation":[{"name":"University of Western Macedonia,Department of Electrical and Computer Engineering,Kozani,Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Signature based malware detection is dead","author":"Scott","year":"2017","journal-title":"Institute for Critical Infrastructure Technology"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.101.2001126"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52688.2022.00242"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.10.009"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2963724"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-70500-0_25"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.3029088"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s11416-018-0323-0"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2822680"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2021.09.019"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-3975(96)00259-9"},{"key":"ref13","volume-title":"Malware Bazaar","author":"Ch","year":"2024"},{"key":"ref14","volume-title":"APT Package Manager (Advanced Package Tool), Version 2.4.13"},{"key":"ref15","volume-title":"gVisor, Version 20241028"},{"key":"ref16","volume-title":"Fakenet-ng, version 3.2.alpha","author":"Kacherginsky"},{"key":"ref17","volume-title":"container-diff, version 0.19.0"},{"key":"ref18","volume-title":"Binvis.io: Visualizing binary data, version 0.2","author":"Cortesi"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/69.908985"},{"key":"ref20","volume-title":"Virus Total","year":"2024"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01264-9_8"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.5555\/2999134.2999257"},{"key":"ref25","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv preprint"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref27","article-title":"Imagenet-trained cnns are biased towards texture; increasing shape bias improves accuracy and robustness","author":"Geirhos","year":"2018","journal-title":"arXiv preprint"},{"key":"ref28","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv preprint"},{"key":"ref29","article-title":"Beyond language models: Byte models are digital world simulators","author":"Wu","year":"2024","journal-title":"arXiv preprint"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2025.acl-long.453"}],"event":{"name":"ICC 2025 - IEEE International Conference on Communications","location":"Montreal, QC, Canada","start":{"date-parts":[[2025,6,8]]},"end":{"date-parts":[[2025,6,12]]}},"container-title":["ICC 2025 - IEEE International Conference on Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11160703\/11160705\/11161263.pdf?arnumber=11161263","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T05:11:22Z","timestamp":1759295482000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11161263\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,8]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/icc52391.2025.11161263","relation":{},"subject":[],"published":{"date-parts":[[2025,6,8]]}}}