{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,21]],"date-time":"2026-03-21T06:25:34Z","timestamp":1774074334332,"version":"3.50.1"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,8,6]],"date-time":"2024-08-06T00:00:00Z","timestamp":1722902400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,8,6]],"date-time":"2024-08-06T00:00:00Z","timestamp":1722902400000},"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":[[2024,8,6]]},"DOI":"10.1109\/ccece59415.2024.10667308","type":"proceedings-article","created":{"date-parts":[[2024,9,12]],"date-time":"2024-09-12T17:42:46Z","timestamp":1726162966000},"page":"859-863","source":"Crossref","is-referenced-by-count":5,"title":["Log Anomaly Detection by Leveraging LLM-Based Parsing and Embedding with Attention Mechanism"],"prefix":"10.1109","author":[{"given":"Asma","family":"Fariha","sequence":"first","affiliation":[{"name":"Ontario Tech University,Department of Electrical, Computer, and Software Engineering,Oshawa,Canada"}]},{"given":"Vida","family":"Gharavian","sequence":"additional","affiliation":[{"name":"Ontario Tech University,Department of Electrical, Computer, and Software Engineering,Oshawa,Canada"}]},{"given":"Masoud","family":"Makrehchi","sequence":"additional","affiliation":[{"name":"Ontario Tech University,Department of Electrical, Computer, and Software Engineering,Oshawa,Canada"}]},{"given":"Shahryar","family":"Rahnamayan","sequence":"additional","affiliation":[{"name":"Brock University,Department of Engineering,St. Cathartines,Canada"}]},{"given":"Sanaa","family":"Alwidian","sequence":"additional","affiliation":[{"name":"Ontario Tech University,Department of Electrical, Computer, and Software Engineering,Oshawa,Canada"}]},{"given":"Akramul","family":"Azim","sequence":"additional","affiliation":[{"name":"Ontario Tech University,Department of Electrical, Computer, and Software Engineering,Oshawa,Canada"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Detecting log anomalies with multi-head attention (lama)","volume-title":"Proceedings of ACM Conference (Conference\u201917)","author":"Guo"},{"key":"ref2","article-title":"LLMParser: A LLM-based Log Parsing Framework","author":"Jiang","year":"2023"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.mlwa.2023.100470"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9534113"},{"key":"ref5","article-title":"Attention is all you need","author":"Vaswani","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE59848.2023.00071"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-82153-1_19"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/smc.2018.00080"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/e24010069"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.116263"},{"key":"ref11","article-title":"Log message anomaly detection and classification using auto-b\/lstm and auto-gru","author":"Farzad","year":"2019"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.5121\/ijaia.2020.11405"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1587\/transinf.2018OFP0007"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/SMC42975.2020.9283078"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.jisa.2021.103002"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCNT45670.2019.8944863"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/BigData59044.2023.10386543"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/HPCC-DSS-SmartCity-DependSys60770.2023.00045"},{"key":"ref19","article-title":"Bert: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s11023-020-09548-1"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/dsn.2016.66"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/1541880.1541882"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134015"}],"event":{"name":"2024 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","location":"Kingston, ON, Canada","start":{"date-parts":[[2024,8,6]]},"end":{"date-parts":[[2024,8,9]]}},"container-title":["2024 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10667055\/10667056\/10667308.pdf?arnumber=10667308","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,13]],"date-time":"2024-09-13T05:21:11Z","timestamp":1726204871000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10667308\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,8,6]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/ccece59415.2024.10667308","relation":{},"subject":[],"published":{"date-parts":[[2024,8,6]]}}}