{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,16]],"date-time":"2025-05-16T05:47:21Z","timestamp":1747374441957},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030249069"},{"type":"electronic","value":"9783030249076"}],"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\/978-3-030-24907-6_12","type":"book-chapter","created":{"date-parts":[[2019,7,10]],"date-time":"2019-07-10T15:02:46Z","timestamp":1562770966000},"page":"147-156","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Touch Analysis: An Empirical Evaluation of Machine Learning Classification Algorithms on Touch Data"],"prefix":"10.1007","author":[{"given":"Melodee","family":"Montgomery","sequence":"first","affiliation":[]},{"given":"Prosenjit","family":"Chatterjee","sequence":"additional","affiliation":[]},{"given":"John","family":"Jenkins","sequence":"additional","affiliation":[]},{"given":"Kaushik","family":"Roy","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,7,11]]},"reference":[{"key":"12_CR1","unstructured":"Cucu, P., Dascalescu, A.: Biometric authentication overview, advantages & disadvantages: how popular biometric methods work, and how to hack them (2017). \n                    https:\/\/heimdalsecurity.com\/blog\/biometric-authentication\/"},{"issue":"1","key":"12_CR2","doi-asserted-by":"publisher","first-page":"136","DOI":"10.1109\/TIFS.2012.2225048","volume":"8","author":"M Frank","year":"2013","unstructured":"Frank, M., Biedert, R., Ma, E., Martinovic, I., Song, D.: Touchalytics: on the applicability of touchscreen input as a behavioral biometric for continuous authentication. IEEE Trans. Inf. Forensics Secur. 8(1), 136\u2013148 (2013)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"12_CR3","unstructured":"Zhenqiang Gong, N., Payer, M., Moazzezi, R., Frank, M.: Forgery-resistant touch-based authentication on mobile devices. In: ASIACCS 2016: 11th ACM Asia Conference on Computer and Communications Security, pp. 499\u2013510. ACM (2016). (Acc. rate 20.9%) (2015)"},{"issue":"2","key":"12_CR4","doi-asserted-by":"publisher","first-page":"122","DOI":"10.1515\/popets-2018-0016","volume":"2018","author":"Rahat Masood","year":"2018","unstructured":"Masood, R., Zi Hao Zhao, B., Asghar, H., Kaafar, M.: Touch and you\u2019re trapp(ck)ed: quantifying the uniqueness of touch gestures for tracking. In: Proceedings on Privacy Enhancing Technologies, vol. 2018, issue 2, pp. 122\u2013142 (2018)","journal-title":"Proceedings on Privacy Enhancing Technologies"},{"issue":"4","key":"12_CR5","doi-asserted-by":"publisher","first-page":"568","DOI":"10.1109\/TIFS.2014.2302582","volume":"9","author":"N Sae-Bae","year":"2014","unstructured":"Sae-Bae, N., Memon, N., Isbister, K., Ahmed, K.: Multitouch gesture-based authentication. IEEE Trans. Inf. Forensics Secur. 9(4), 568\u2013582 (2014)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"12_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1007\/978-3-642-38519-3_21","volume-title":"Information Security and Cryptology","author":"Y Meng","year":"2013","unstructured":"Meng, Y., Wong, D.S., Schlegel, R., Kwok, L.-f.: Touch gestures based biometric authentication scheme for touchscreen mobile phones. In: Kuty\u0142owski, M., Yung, M. (eds.) Inscrypt 2012. LNCS, vol. 7763, pp. 331\u2013350. Springer, Heidelberg (2013). \n                    https:\/\/doi.org\/10.1007\/978-3-642-38519-3_21"},{"key":"12_CR7","doi-asserted-by":"crossref","unstructured":"Lee, Y., et al.: Touch based active user authentication using deep belief networks and random forests. In: The 6th IEEE International Conference on Information Communication and Management (ICICM 2016) (2016)","DOI":"10.1109\/INFOCOMAN.2016.7784262"},{"key":"12_CR8","doi-asserted-by":"publisher","first-page":"498","DOI":"10.1109\/TIFS.2015.2503258","volume":"11","author":"C Shen","year":"2016","unstructured":"Shen, C., Zhang, Y., Guan, X., Maxion, R.A.: Performance analysis of touch-interaction behavior for active smartphone authentication. IEEE Trans. Inf. Forensics Secur. 11, 498\u2013513 (2016)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"12_CR9","doi-asserted-by":"crossref","unstructured":"Bo, C., Zhang, L., Li, X., Huang, Q., Wang, Y.: SilentSense: silent user identification via touch and movement behavioral biometrics. \n                    arXiv:1309.0073v1\n                    \n                   [cs.CR], 31 August 2013","DOI":"10.1145\/2500423.2504572"},{"key":"12_CR10","doi-asserted-by":"crossref","unstructured":"Maiorana, E., Campisi, P., Gonz\u00e1lez-Carballo, N., Neri, A.: Keystroke dynamics authentication for mobile phones. In: SAC 2011, TaiChung, Taiwan, 21\u201325 March 2011","DOI":"10.1145\/1982185.1982190"},{"key":"12_CR11","unstructured":"Antala, M., Zsolt Szabo, L.: Biometric authentication based on touchscreen swipe patterns. In: 9th International Conference Interdisciplinarity in Engineering, INTER-ENG 2015, Tirgu-Mures, Romania, 8\u20139 October 2015"},{"issue":"1","key":"12_CR12","doi-asserted-by":"publisher","first-page":"185","DOI":"10.18608\/jla.2015.21.9","volume":"2","author":"S Knight","year":"2015","unstructured":"Knight, S., Littleton, K.: Discourse-centric learning analytics: mapping the terrain. J. Learn. Anal. 2(1), 185\u2013209 (2015)","journal-title":"J. Learn. Anal."},{"key":"12_CR13","doi-asserted-by":"crossref","unstructured":"Shoukry, L., G\u00f6bel, S., Steinmetz, R.: Towards mobile multimodal learning analytics. In: Learning Analytics for and in Serious Games - Workshop, EC-TEL, p. 16 (2014)","DOI":"10.1145\/2656719.2656729"},{"key":"12_CR14","unstructured":"Spiess, J., T\u2019Joens, Y., Dragnea, R., Spencer, P., Philippart, L.: Using big data to improve customer experience and business performance. Bell Labs Techn. J. 18(4), 3\u201317 (2014). \u00a9 2014 Alcatel-Lucent. Published by Wiley Periodicals, Inc. Published online in Wiley Online Library (\n                    wileyonlinelibrary.com\n                    \n                  ) (2014)"},{"key":"12_CR15","unstructured":"Idreosy, S., Liarou, E.: dbTouch: analytics at your fingertips. In: 6th Biennial Conference on Innovative Data Systems Research (CIDR) (2013)"},{"issue":"5","key":"12_CR16","doi-asserted-by":"publisher","first-page":"877","DOI":"10.1109\/TIFS.2015.2506542","volume":"11","author":"Z Sitov\u00e1","year":"2016","unstructured":"Sitov\u00e1, Z., et al.: HMOG: new behavioral biometric features for continuous authentication of smartphone users. IEEE Trans. Inf. Forensics Secur. 11(5), 877\u2013892 (2016)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"12_CR17","unstructured":"Brownlee, J.: Machine learning mastery with Python: understand your data, create accurate models and work projects end-to-end. Machine Learning Mastery (2017)"},{"issue":"1","key":"12_CR18","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1016\/j.cam.2004.07.034","volume":"184","author":"J McCall","year":"2005","unstructured":"McCall, J.: Genetic algorithms for modelling and optimisation. J. Comput. Appl. Math. 184(1), 205\u2013222 (2005)","journal-title":"J. Comput. Appl. Math."},{"key":"12_CR19","unstructured":"Gad, A.: Introduction to Optimization with Genetic Algorithm. KDnuggets, March 2018. \n                    https:\/\/www.kdnuggets.com\/2018\/03\/introduction-optimization-with-genetic-algorithm.html"},{"key":"12_CR20","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"745","DOI":"10.1007\/978-3-319-92058-0_72","volume-title":"Recent Trends and Future Technology in Applied Intelligence","author":"P Chatterjee","year":"2018","unstructured":"Chatterjee, P., Roy, K.: Anti-spoofing approach using deep convolutional neural network. In: Mouhoub, M., Sadaoui, S., AM, O., Ali, M. (eds.) IEA\/AIE 2018. LNCS (LNAI), vol. 10868, pp. 745\u2013750. Springer, Cham (2018). \n                    https:\/\/doi.org\/10.1007\/978-3-319-92058-0_72"}],"container-title":["Lecture Notes in Computer Science","Security, Privacy, and Anonymity in Computation, Communication, and Storage"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-24907-6_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,10]],"date-time":"2019-07-10T15:05:28Z","timestamp":1562771128000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-24907-6_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030249069","9783030249076"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-24907-6_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"11 July 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SpaCCS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Atlanta, GA","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","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":"14 July 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 July 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"spaccs2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/cse.stfx.ca\/~cybermatics\/2019\/spaccs\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}