{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T06:16:38Z","timestamp":1783059398432,"version":"3.54.6"},"reference-count":34,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T00:00:00Z","timestamp":1780444800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T00:00:00Z","timestamp":1780444800000},"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":[[2026,6,3]]},"DOI":"10.1109\/secon68281.2026.11579254","type":"proceedings-article","created":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T19:41:25Z","timestamp":1783021285000},"page":"543-551","source":"Crossref","is-referenced-by-count":0,"title":["Robust Ensemble-based Log Anomaly Detection for Securing Mobile Systems"],"prefix":"10.1109","author":[{"given":"Qinxuan","family":"Shi","sequence":"first","affiliation":[{"name":"University of North Dakota,School of Electrical Engineering and Computer Science,Grand Forks,ND,USA,58202"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhanglong","family":"Yang","sequence":"additional","affiliation":[{"name":"University of North Dakota,School of Electrical Engineering and Computer Science,Grand Forks,ND,USA,58202"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sicong","family":"Shao","sequence":"additional","affiliation":[{"name":"University of North Dakota,School of Electrical Engineering and Computer Science,Grand Forks,ND,USA,58202"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"issue":"24","key":"ref1","doi-asserted-by":"crossref","DOI":"10.3390\/s20247232","article-title":"Online anomaly detection system for mobile networks","volume":"20","author":"Burgue\u00f1o","year":"2020","journal-title":"Sensors"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3718350.3718354"},{"key":"ref3","first-page":"43","article-title":"Understanding customer problem troubleshooting from storage system logs","volume-title":"Proccedings of the 7th conference on File and storage technologies","author":"Jiang"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3460345"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134015"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/658"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3506332"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.3034647"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2019.00217"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/app13042237"},{"key":"ref11","first-page":"145","article-title":"Automated system monitoring and notification with swatch","volume":"93","author":"Hansen","year":"1993","journal-title":"LISA"},{"key":"ref12","first-page":"1","article-title":"Analyzing cluster log files using logsurfer","volume-title":"Proceedings of the 4th Annual Conference on Linux Clusters. Citeseer State College","author":"Prewett"},{"key":"ref13","first-page":"133","article-title":"Real-time log file analysis using the simple event correlator (sec)","volume":"4","author":"Rouillard","year":"2004","journal-title":"LISA"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2012.67"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2007.46"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/1629575.1629587"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9534113"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3239522"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CARS61786.2024.10778676"},{"key":"ref20","first-page":"92","article-title":"The bones of the system: A case study of logging and telemetry at microsoft","volume-title":"Proceedings of the 38th International Conference on Software Engineering Companion","author":"Barik"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3540250.3558963"},{"key":"ref22","volume-title":"Apache kafka","year":"2025"},{"issue":"2011","key":"ref23","first-page":"1","article-title":"Kafka: A distributed messaging system for log processing","volume-title":"Proceedings of the NetDB","volume":"11","author":"Kreps"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2875442"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3365548"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3338906.3338931"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2011.2161285"},{"key":"ref29","article-title":"Anomaly transformer: Time series anomaly detection with association discrepancy","volume-title":"International Conference on Learning Representations","author":"Xu"},{"key":"ref30","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv preprint arXiv:1412.6980"},{"key":"ref31","article-title":"Pytorch: An imperative style, high-performance deep learning library","author":"Paszke","year":"2019","journal-title":"arXiv preprint arXiv:1912.01703"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CyberSecurity49315.2020.9138871"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS54207.2022.9789917"},{"key":"ref34","article-title":"Mining invariants from console logs for system problem detection","volume-title":"2010 USENIX Annual Technical Conference (USENIX ATC 10)","author":"Lou"}],"event":{"name":"2026 22nd Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)","location":"Pisa, Italy","start":{"date-parts":[[2026,6,3]]},"end":{"date-parts":[[2026,6,5]]}},"container-title":["2026 22nd Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11578950\/11578436\/11579254.pdf?arnumber=11579254","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T05:25:17Z","timestamp":1783056317000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11579254\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,3]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/secon68281.2026.11579254","relation":{},"subject":[],"published":{"date-parts":[[2026,6,3]]}}}