{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,16]],"date-time":"2025-04-16T04:28:12Z","timestamp":1744777692458},"reference-count":20,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1109\/desec.2018.8625145","type":"proceedings-article","created":{"date-parts":[[2019,2,28]],"date-time":"2019-02-28T22:35:19Z","timestamp":1551393319000},"source":"Crossref","is-referenced-by-count":18,"title":["Differentiating and Predicting Cyberattack Behaviors Using LSTM"],"prefix":"10.1109","author":[{"given":"Ian","family":"Perry","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lutzu","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christopher","family":"Sweet","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shao-Hsuan","family":"Su","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fu-Yuan","family":"Cheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shanchieh Jay","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ahmet","family":"Okutan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"49","article-title":"AI2: Training a big data machine to defend","author":"veeramachaneni","year":"2016","journal-title":"Proceedings of IEEE 2nd International Conference on Big Data Security on Cloud"},{"key":"ref11","article-title":"Adaptive feature abstraction for translating video to language","author":"pu","year":"2018","journal-title":"Proceedings of 32nd AAAI Conference (to appear)"},{"key":"ref12","author":"wu","year":"2016","journal-title":"Google's neural machine translation system Bridging the gap between human and machine translation"},{"key":"ref13","article-title":"Multivariate industrial time series with cyber-attack simulation: Fault detection using an LSTM-based predictive data model","author":"filonov","year":"2016","journal-title":"Proc NIPS Time Series Workshop"},{"key":"ref14","article-title":"RNN-based early cyber-attack detection for the tennessee eastman process","author":"filonov","year":"2017","journal-title":"Proceedings of ICML Time Series Workshop"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/580"},{"key":"ref16","article-title":"Deep learning for unsupervised insider threat detection in structured cybersecurity data streams","author":"tuor","year":"2017","journal-title":"Proceedings of AI for Cyber Security Workshop at AAAI 2017"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.18489\/sacj.v56i1.248"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/PlatCon.2016.7456805"},{"key":"ref19","first-page":"38","article-title":"Evaluating real-time anomaly detection algorithms - The numenta anomaly benchmark","author":"lavin","year":"2015","journal-title":"Proceedings of IEEE 14th International Conference on Machine Learning and Applications"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2014.2377811"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2013.11.010"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2006.04.001"},{"key":"ref5","first-page":"370","article-title":"Attack plan recognition and prediction using causal networks","author":"qin","year":"2004","journal-title":"Proceedings of 20th Annual Computer Security Applications Conference"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2008.924605"},{"key":"ref7","article-title":"Advanced vulnerability analysis and intrusion detection through predictive attack graphs","author":"noel","year":"2009","journal-title":"Critical Issues in C4I AFCEA Solutions Series International Journal of Command and Control"},{"key":"ref2","author":"musman","year":"2010","journal-title":"Evaluating the impact of cyber attacks on missions"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/BigDataSecurity-HPSC-IDS.2016.22"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/DSN.2014.22"},{"key":"ref20","author":"zaremba","year":"2014","journal-title":"Recurrent Neural Network Regularization"}],"event":{"name":"2018 IEEE Conference on Dependable and Secure Computing (DSC)","location":"Kaohsiung, Taiwan","start":{"date-parts":[[2018,12,10]]},"end":{"date-parts":[[2018,12,13]]}},"container-title":["2018 IEEE Conference on Dependable and Secure Computing (DSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8614461\/8625077\/08625145.pdf?arnumber=8625145","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T05:51:11Z","timestamp":1598248271000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8625145\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/desec.2018.8625145","relation":{},"subject":[],"published":{"date-parts":[[2018,12]]}}}