{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T15:57:48Z","timestamp":1781279868599,"version":"3.54.1"},"reference-count":19,"publisher":"Engineering and Technology Publishing","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["jcm"],"published-print":{"date-parts":[[2018]]},"DOI":"10.12720\/jcm.13.11.654-660","type":"journal-article","created":{"date-parts":[[2019,10,29]],"date-time":"2019-10-29T08:42:44Z","timestamp":1572338564000},"page":"654-660","source":"Crossref","is-referenced-by-count":10,"title":["Classification of Freenet Traffic Flow Based on Machine Learning"],"prefix":"10.12720","author":[{"name":"Dept. of Computer Engineering, Ajou University, Suwon 16499, Korea","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Seungwoon","family":"Lee","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Seung-hun","family":"Shin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Byeong-hee","family":"Roh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"4977","published-online":{"date-parts":[[2018]]},"reference":[{"key":"ref0","doi-asserted-by":"publisher","unstructured":"[1] I. Clarke, O. Sandberg, B. Wiley, and T. Hong, \"Freenet: A distributed anonymous information storage and retrieval system,\" in Proc. Intl. Wkshp. Designing Privacy Enhancing Technologies, pp. 46-66, 2001.","DOI":"10.1007\/3-540-44702-4_4"},{"key":"ref1","unstructured":"[2] Tor. [Online]. Available: https:\/\/www.torproject.org\/"},{"key":"ref2","unstructured":"[3] I2P. [Online]. Available: https:\/\/geti2p.net\/en\/"},{"key":"ref3","unstructured":"[4] Facebook over Tor. [Online]. Available: https:\/\/www.facebook.com\/facebookcorewwwi\/?hc_ref=PAGES_TIMELINE&fref=nf"},{"key":"ref4","doi-asserted-by":"publisher","unstructured":"[5] A. Lazarenko and S. Avdoshin, \"Anonymity of Tor: Myth and Reality,\" in Proc. ACM the 12th Central and Eastern European Software Engineering Conference, Nov. 2016","DOI":"10.1145\/3022211.3022221"},{"key":"ref5","unstructured":"[6] Symentec Report: Ransom Wannacry. [Online]. Available:https:\/\/www.symantec.com\/security_response\/writeup.jsp?docid=2017-051310-3522-99"},{"key":"ref6","doi-asserted-by":"publisher","unstructured":"[7] T. Baumeister, Y. Dong, Z. Duan, and G. Tian, \"A Routing Table Insertion (RTI) attack on freenet,\" in Proc. Intl. Conf. on Cyber Security, 2012.","DOI":"10.1109\/CyberSecurity.2012.8"},{"key":"ref7","doi-asserted-by":"publisher","unstructured":"[8] G. Tian, Z. Duan, T. Baumeister, and Y. Dong, \"A traceback attack on freenet,\" in Proc. IEEE INFOCOM, Apr. 2013, pp. 1797-1805.","DOI":"10.1109\/INFCOM.2013.6566978"},{"key":"ref8","doi-asserted-by":"publisher","unstructured":"[9] G. Tian, Z. Duan, T. Baumeister, and Y. Dong, \"Thwarting traceback attack on freenet,\" in Proc. IEEE GLOBECOM, Dec. 2013, pp. 741-746.","DOI":"10.1109\/INFCOM.2013.6566978"},{"key":"ref9","doi-asserted-by":"publisher","unstructured":"[10] G. Tian, Z. Duan, T. Baumeister, and Y. Dong, \"Reroute on loop in anonymous peer-to-peer content sharing networks,\" in Proc. IEEE Conf. Communications and Network Security, pp. 409-417, Oct. 2014.","DOI":"10.1109\/CNS.2014.6997510"},{"key":"ref10","doi-asserted-by":"publisher","unstructured":"[11] S. Roos, F. Platzer, J. Heller, and T. Strufe, \"Inferring obfuscated values in Freenet,\" in Proc. NetSys, Mar 2015, pp. 1-8.","DOI":"10.1109\/NetSys.2015.7089062"},{"key":"ref11","unstructured":"[12] B. Levine, M. Liberatore, B. Lynn, and M. Wright, \"Statistical detection of downloaders in Freenet,\" in Proc. IEEE International Workshop on Privacy Engineering, May 2017."},{"key":"ref12","doi-asserted-by":"publisher","unstructured":"[13] D. Kleinbaum and M. Klein, \"Analysis of matched data using logistic regression,\" in Logistic Regression, Springer New York, 2010, pp. 389-428.","DOI":"10.1007\/978-1-4419-1742-3_11"},{"key":"ref13","doi-asserted-by":"publisher","unstructured":"[14] B. Boser, I. Guyon, and V. Vapnik, \"A training algorithm for optimal margin classifiers,\" in Proc. 5th Annual ACM Workshop on Computational Learning Theory, 1992, pp. 144-152.","DOI":"10.1145\/130385.130401"},{"key":"ref14","doi-asserted-by":"publisher","unstructured":"[15] J. Quinlan, \"Induction of decision trees,\" Machine Learning, vol. no. 1, pp. 81-106, 1986.","DOI":"10.1007\/BF00116251"},{"key":"ref15","doi-asserted-by":"publisher","unstructured":"[16] L. Breiman, \"Random forests,\" Machine Learning, vol. 45, no.1, pp. 5-32, 2001.","DOI":"10.1023\/A:1010933404324"},{"key":"ref16","doi-asserted-by":"publisher","unstructured":"[17] E. Fix and J. Hodges, \"Discriminatory analysis nonparametric discrimination: Consistency properties,\" Technical Report 4, USAF School of Aviation Medicine, Randolph Field, Texas, 1951.","DOI":"10.1037\/e471672008-001"},{"key":"ref17","doi-asserted-by":"publisher","unstructured":"[18] D. Rumelhart, G. Hinton, and R. Williams, \"Learning internal representation by error propagation,\" in Parallel Distributed Processing, vol. 1, Cambridge, MA: M.I.T. Press, 1986.","DOI":"10.21236\/ADA164453"},{"key":"ref18","unstructured":"[19] J. Cai, Z. Zhang, and X. Song, \"An analysis of UDP traffic classification,\" in Proc. 12th IEEE Communication Technology, Nov. 2010, pp. 116-119."}],"container-title":["Journal of Communications"],"original-title":[],"link":[{"URL":"http:\/\/www.jocm.us\/uploadfile\/2018\/1026\/20181026021544995.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,12,30]],"date-time":"2020-12-30T03:06:51Z","timestamp":1609297611000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.jocm.us\/index.php?m=content&c=index&a=show&catid=197&id=1275"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":19,"URL":"https:\/\/doi.org\/10.12720\/jcm.13.11.654-660","relation":{},"ISSN":["2374-4367"],"issn-type":[{"value":"2374-4367","type":"print"}],"subject":[],"published":{"date-parts":[[2018]]}}}