{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T14:51:33Z","timestamp":1776783093143,"version":"3.51.2"},"publisher-location":"Cham","reference-count":10,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030314552","type":"print"},{"value":"9783030314569","type":"electronic"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-31456-9_43","type":"book-chapter","created":{"date-parts":[[2019,10,4]],"date-time":"2019-10-04T23:05:35Z","timestamp":1570230335000},"page":"388-395","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":18,"title":["A Deep Learning Approach to Web Bot Detection Using Mouse Behavioral Biometrics"],"prefix":"10.1007","author":[{"given":"Ang","family":"Wei","sequence":"first","affiliation":[]},{"given":"Yuxuan","family":"Zhao","sequence":"additional","affiliation":[]},{"given":"Zhongmin","family":"Cai","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,10,5]]},"reference":[{"key":"43_CR1","unstructured":"Zelfman, I.: Bot traffic report 2016. Imperva Incapsula Blog (2017)"},{"issue":"3","key":"43_CR2","doi-asserted-by":"publisher","first-page":"634","DOI":"10.1016\/j.comnet.2012.10.005","volume":"57","author":"Z Chu","year":"2013","unstructured":"Chu, Z., Gianvecchio, S., Koehl, A., Wang, H., Jajodia, S.: Blog or block: Detecting blog bots through behavioral biometrics. Comput. Netw. 57(3), 634\u2013646 (2013)","journal-title":"Comput. Netw."},{"key":"43_CR3","unstructured":"D\u2019Souza, D.F.: Avatar captcha: telling computers and humans apart via face classification and mouse dynamics. Electronic theses and dissertations. paper 1715 (2014)"},{"issue":"2","key":"43_CR4","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1145\/2516951.2516960","volume":"16","author":"A Serwadda","year":"2013","unstructured":"Serwadda, A., Phoha, V.V.: Examining a large keystroke biometrics dataset for statistical-attack openings. ACM Trans. Inf. Syst. Secur. (TISSEC) 16(2), 8 (2013)","journal-title":"ACM Trans. Inf. Syst. Secur. (TISSEC)"},{"key":"43_CR5","doi-asserted-by":"crossref","unstructured":"Stanciu, V.D., Spolaor, R., Conti, M., Giuffrida, C.: On the effectiveness of sensor-enhanced keystroke dynamics against statistical attacks. In: Proceedings of the Sixth ACM Conference on Data and Application Security and Privacy, pp. 105\u2013112. ACM (2016)","DOI":"10.1145\/2857705.2857748"},{"key":"43_CR6","doi-asserted-by":"crossref","unstructured":"Gianvecchio, S., Wu, Z., Xie, M., Wang, H.: Battle of botcraft: Fighting bots in online games with human observational proofs. In: Proceedings of the 16th ACM Conference on Computer and Communications Security, pp. 256\u2013268. ACM (2009)","DOI":"10.1145\/1653662.1653694"},{"key":"43_CR7","doi-asserted-by":"crossref","unstructured":"Jin, J., Offutt, J., Zheng, N., Mao, F., Koehl, A., Wang, H.: Evasive bots masquerading as human beings on the web. In: 2013 43rd Annual IEEE\/IFIP International Conference on Dependable Systems and Networks (DSN), pp. 1\u201312. IEEE (2013)","DOI":"10.1109\/DSN.2013.6575366"},{"key":"43_CR8","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 770\u2013778 (2016)","DOI":"10.1109\/CVPR.2016.90"},{"key":"43_CR9","doi-asserted-by":"crossref","unstructured":"Song, Y., Cai, Z., Zhang, Z.L.: Multi-touch authentication using hand geometry and behavioral information. In: 2017 IEEE Symposium on Security and Privacy (SP), pp. 357\u2013372. IEEE (2017)","DOI":"10.1109\/SP.2017.54"},{"key":"43_CR10","doi-asserted-by":"crossref","unstructured":"Chong, P., Tan, Y.X.M., Guarnizo, J., Elovici, Y., Binder, A.: Mouse authentication without the temporal aspect\u2013what does a 2d-cnn learn? In: 2018 IEEE Security and Privacy Workshops (SPW), pp. 15\u201321. IEEE (2018)","DOI":"10.1109\/SPW.2018.00011"}],"container-title":["Lecture Notes in Computer Science","Biometric Recognition"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-31456-9_43","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,4]],"date-time":"2019-10-04T23:11:22Z","timestamp":1570230682000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-31456-9_43"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030314552","9783030314569"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-31456-9_43","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"5 October 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CCBR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Chinese Conference on Biometric Recognition","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Zhuzhou","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 October 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 October 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ccbr2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ccbr99.cn\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}