{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T16:44:53Z","timestamp":1743007493242,"version":"3.40.3"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319467580"},{"type":"electronic","value":"9783319467597"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-46759-7_24","type":"book-chapter","created":{"date-parts":[[2016,9,25]],"date-time":"2016-09-25T23:38:43Z","timestamp":1474846723000},"page":"311-324","source":"Crossref","is-referenced-by-count":2,"title":["Feature Extraction and Malware Detection on Large HTTPS Data Using MapReduce"],"prefix":"10.1007","author":[{"given":"P\u0159emysl","family":"\u010cech","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jan","family":"Kohout","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jakub","family":"Loko\u010d","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tom\u00e1\u0161","family":"Kom\u00e1rek","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jakub","family":"Marou\u0161ek","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tom\u00e1\u0161","family":"Pevn\u00fd","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,9,27]]},"reference":[{"key":"24_CR1","unstructured":"Cisco Annual Security Report 2016 (2016). http:\/\/www.cisco.com\/c\/en\/us\/products\/security\/annual_security_report.html"},{"key":"24_CR2","doi-asserted-by":"crossref","unstructured":"Bohm, C., Kriegel, H.P.: A cost model and index architecture for the similarity join. In: Proceedings of the 17th International Conference on Data Engineering, pp. 411\u2013420 (2001)","DOI":"10.1109\/ICDE.2001.914854"},{"issue":"3","key":"24_CR3","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1145\/502807.502808","volume":"33","author":"E Ch\u00e1vez","year":"2001","unstructured":"Ch\u00e1vez, E., Navarro, G., Baeza-Yates, R., Marroqu\u00edn, J.L.: Searching in metric spaces. ACM Comput. Surv. 33(3), 273\u2013321 (2001)","journal-title":"ACM Comput. Surv."},{"key":"24_CR4","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1145\/1198255.1198257","volume":"37","author":"M Crotti","year":"2007","unstructured":"Crotti, M., Dusi, M., Gringoli, F., Salgarelli, L.: Traffic classification through simple statistical fingerprinting. SIGCOMM Comput. Commun. Rev. 37, 5\u201316 (2007)","journal-title":"SIGCOMM Comput. Commun. Rev."},{"issue":"1","key":"24_CR5","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"J Dean","year":"2008","unstructured":"Dean, J., Ghemawat, S.: MapReduce: simplified data processing on large clusters. Commun. ACM 51(1), 107\u2013113 (2008)","journal-title":"Commun. ACM"},{"key":"24_CR6","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1016\/j.comnet.2008.09.010","volume":"53","author":"M Dusi","year":"2009","unstructured":"Dusi, M., Crotti, M., Gringoli, F., Salgarelli, L.: Tunnel hunter: detecting application-layer tunnels with statistical fingerprinting. Comput. Netw. 53, 81\u201397 (2009)","journal-title":"Comput. Netw."},{"key":"24_CR7","doi-asserted-by":"crossref","unstructured":"Kohout, J., Pevny, T.: Automatic discovery of web servers hosting similar applications. In: 2015 IFIP\/IEEE International Symposium on Integrated Network Management (IM) (2015)","DOI":"10.1109\/INM.2015.7140487"},{"key":"24_CR8","doi-asserted-by":"crossref","unstructured":"Kohout, J., Pevny, T.: Unsupervised detection of malware in persistent web traffic. In: 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2015)","DOI":"10.1109\/ICASSP.2015.7178272"},{"issue":"1","key":"24_CR9","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1145\/2427036.2427038","volume":"43","author":"Y Lee","year":"2012","unstructured":"Lee, Y., Lee, Y.: Toward scalable internet traffic measurement and analysis with hadoop. SIGCOMM Comput. Commun. Rev. 43(1), 5\u201313 (2012)","journal-title":"SIGCOMM Comput. Commun. Rev."},{"key":"24_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1007\/978-3-319-31863-9_10","volume-title":"Intelligence and Security Informatics","author":"J Lokoc","year":"2016","unstructured":"Lokoc, J., Kohout, J., Cech, P., Skopal, T., Pevn\u00fd, T.: k-NN classification of malware in HTTPS traffic using the metric space approach. In: Chau, M., Wang, G.A. (eds.) PAISI 2016. LNCS, vol. 9650, pp. 131\u2013145. Springer, Heidelberg (2016). doi: 10.1007\/978-3-319-31863-9_10"},{"issue":"10","key":"24_CR11","doi-asserted-by":"crossref","first-page":"1016","DOI":"10.14778\/2336664.2336674","volume":"5","author":"W Lu","year":"2012","unstructured":"Lu, W., Shen, Y., Chen, S., Ooi, B.C.: Efficient processing of k nearest neighbor joins using MapReduce. Proc. VLDB Endow. 5(10), 1016\u20131027 (2012)","journal-title":"Proc. VLDB Endow."},{"issue":"4","key":"24_CR12","doi-asserted-by":"crossref","first-page":"721","DOI":"10.1016\/j.is.2010.10.002","volume":"36","author":"D Novak","year":"2011","unstructured":"Novak, D., Batko, M., Zezula, P.: Metric index: an efficient and scalable solution for precise and approximate similarity search. Inf. Syst. 36(4), 721\u2013733 (2011)","journal-title":"Inf. Syst."},{"key":"24_CR13","doi-asserted-by":"crossref","unstructured":"Pevny, T., Ker, A.D.: Towards dependable steganalysis. In: IS&T\/SPIE Electronic Imaging (2015)","DOI":"10.1117\/12.2083216"},{"key":"24_CR14","unstructured":"Roesch, M.: Snort - lightweight intrusion detection for networks. In: Proceedings of the 13th USENIX Conference on System Administration, LISA 1999, pp. 229\u2013238. USENIX Association, Berkeley (1999)"},{"key":"24_CR15","first-page":"2745","volume":"7","author":"C Wright","year":"2006","unstructured":"Wright, C., Monrose, F., Masson, G.M.: On inferring application protocol behaviors in encrypted network traffic. J. Mach. Learn. Res. 7, 2745\u20132769 (2006)","journal-title":"J. Mach. Learn. Res."},{"key":"24_CR16","doi-asserted-by":"crossref","unstructured":"Xia, C., Lu, H., Ooi, B.C., Hu, J.: Gorder: an efficient method for KNN join processing. In: Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, vol. 30, pp. 756\u2013767. VLDB Endowment (2004)","DOI":"10.1016\/B978-012088469-8.50067-X"},{"issue":"4","key":"24_CR17","doi-asserted-by":"crossref","first-page":"332","DOI":"10.1016\/j.infsof.2006.05.006","volume":"49","author":"C Yu","year":"2007","unstructured":"Yu, C., Cui, B., Wang, S., Su, J.: Efficient index-based KNN join processing for high-dimensional data. Inf. Softw. Technol. 49(4), 332\u2013344 (2007)","journal-title":"Inf. Softw. Technol."},{"key":"24_CR18","volume-title":"Similarity Search: The Metric Space Approach","author":"P Zezula","year":"2005","unstructured":"Zezula, P., Amato, G., Dohnal, V., Batko, M.: Similarity Search: The Metric Space Approach. Springer, New York (2005)"}],"container-title":["Lecture Notes in Computer Science","Similarity Search and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-46759-7_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,13]],"date-time":"2019-09-13T20:28:26Z","timestamp":1568406506000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-46759-7_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319467580","9783319467597"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-46759-7_24","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}