{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,7]],"date-time":"2025-11-07T09:31:26Z","timestamp":1762507886701,"version":"3.28.0"},"reference-count":22,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"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":[[2019,7]]},"DOI":"10.1109\/ijcnn.2019.8852030","type":"proceedings-article","created":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T03:44:32Z","timestamp":1569901472000},"page":"1-8","source":"Crossref","is-referenced-by-count":12,"title":["Risk Prediction for Imbalanced Data in Cyber Security : A Siamese Network-based Deep Learning Classification Framework"],"prefix":"10.1109","author":[{"given":"Degang","family":"Sun","sequence":"first","affiliation":[]},{"given":"Zhengrong","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Yan","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Qiujian","family":"Lv","sequence":"additional","affiliation":[]},{"given":"Bo","family":"Hu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"crossref","first-page":"539","DOI":"10.1109\/TSMCB.2008.2007853","article-title":"Exploratory undersampling for class-imbalance learning","volume":"39","author":"liu","year":"2009","journal-title":"IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)"},{"key":"ref11","first-page":"1","article-title":"Machine learning from imbalanced data sets 101","author":"provost","year":"2000","journal-title":"Proceedings of the AAAI2000 Workshop on Imbalanced Data Sets"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2018.8489352"},{"key":"ref13","first-page":"737","article-title":"Signature verification using a&#x201D; siamese\" time delay neural network","author":"bromley","year":"1994","journal-title":"Advances in neural information processing systems"},{"key":"ref14","first-page":"247","article-title":"Learning discriminative projections for text similarity measures","author":"yih","year":"2011","journal-title":"Proceedings of the Fifteenth Conference on Computational Natural Language Learning"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-51811-4_16"},{"key":"ref16","first-page":"850","article-title":"Fully-convolutional siamese networks for object tracking","author":"bertinetto","year":"2016","journal-title":"European Conference on Computer Vision"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2733373.2806316"},{"key":"ref18","first-page":"298","article-title":"Extracting speaker-specific information with a regularized siamese deep network","author":"chen","year":"2011","journal-title":"Advances in neural information processing systems"},{"article-title":"Uci repository of machine learning databases, irvine, university of california","year":"1998","author":"blake","key":"ref19"},{"key":"ref4","first-page":"1009","article-title":"Cloudy with a chance of breach: Forecasting cyber security incidents","author":"liu","year":"2015","journal-title":"USENIX Security Symposium"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2590296.2590347"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-008-0319-7"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.osn.2018.03.001"},{"key":"ref8","first-page":"1322","article-title":"Adasyn: Adaptive synthetic sampling approach for imbalanced learning","author":"he","year":"2008","journal-title":"Neural Networks 2008 IJCNN 2008 (IEEE World Congress on Computational Intelligence) IEEE International Joint Conference on"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134022"},{"key":"ref1","article-title":"Data-driven cybersecurity incident prediction: A survey","author":"sun","year":"2018","journal-title":"IEEE Communications Surveys & Tutorials"},{"key":"ref9","article-title":"knn approach to unbalanced data distributions: a case study involving information extraction","volume":"126","author":"mani","year":"2003","journal-title":"Proceedings of Workshop on Learning from Imbalanced Datasets"},{"key":"ref20","article-title":"Classification and regression trees","author":"breiman","year":"1984","journal-title":"Wadsworth International Group"},{"key":"ref22","first-page":"559","article-title":"Imbalanced-learn: A python toolbox to tackle the curse of imbalanced datasets in machine learning","volume":"18","author":"lema\u00eetre","year":"2017","journal-title":"The Journal of Machine Learning Research"},{"key":"ref21","first-page":"2825","article-title":"Scikit-learn: Machine learning in python","volume":"12","author":"pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"}],"event":{"name":"2019 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2019,7,14]]},"location":"Budapest, Hungary","end":{"date-parts":[[2019,7,19]]}},"container-title":["2019 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8840768\/8851681\/08852030.pdf?arnumber=8852030","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T21:51:00Z","timestamp":1658094660000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8852030\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2019.8852030","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}