{"id":77015,"date":"2020-04-07T07:42:27","date_gmt":"2020-04-07T05:42:27","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/dostupen-flowprint-instrumentarij-dlya-opredeleniya-prilozheniya-po-zashifrovannomu-trafiku"},"modified":"2020-04-07T07:42:27","modified_gmt":"2020-04-07T05:42:27","slug":"dostupen-flowprint-instrumentarij-dlya-opredeleniya-prilozheniya-po-zashifrovannomu-trafiku","status":"publish","type":"post","link":"https:\/\/prohoster.info\/de\/blog\/news\/dostupen-flowprint-instrumentarij-dlya-opredeleniya-prilozheniya-po-zashifrovannomu-trafiku","title":{"rendered":"FlowPrint ist verf\u00fcgbar, ein Werkzeug zur Identifizierung von Anwendungen anhand von verschl\u00fcsseltem Datenverkehr.","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/Thijsvanede\/FlowPrint\">Ver\u00f6ffentlicht<\/a><\/noindex> Toolcode <noindex><a rel=\"nofollow\" href=\"https:\/\/flowprint.readthedocs.io\/\">FlowPrint<\/a><\/noindex>, mit dem man mobile Netzwerk-Apps durch die Analyse des verschl\u00fcsselten Traffics, der w\u00e4hrend der Nutzung der App erzeugt wird, identifizieren kann. Es ist sowohl m\u00f6glich, g\u00e4ngige Programme zu bestimmen, f\u00fcr die Statistiken vorliegen, als auch die Aktivit\u00e4t neuer Anwendungen zu identifizieren. Der Code ist in Python geschrieben und <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/Thijsvanede\/FlowPrint\">wird verbreitet<\/a><\/noindex> unterliegt der MIT-Lizenz.<\/p>\n<p>Das Programm realisiert <noindex><a rel=\"nofollow\" href=\"https:\/\/vm-thijs.ewi.utwente.nl\/static\/pcap_handler\/papers\/flowprint.pdf\">eine statistische Methode<\/a><\/noindex>, die charakteristische Merkmale des Datenaustauschs f\u00fcr verschiedene Anwendungen ermittelt (Verz\u00f6gerungen zwischen Paketen, Datenstromcharakteristika, Gr\u00f6\u00dfen\u00e4nderungen von Paketen, Merkmale der TLS-Sitzung usw.). F\u00fcr mobile Anwendungen auf Android und iOS betr\u00e4gt die Erkennungsgenauigkeit der Anwendung 89,2 %. In den ersten f\u00fcnf Minuten der Datenanalyse k\u00f6nnen 72,3 % der Anwendungen identifiziert werden. Die Genauigkeit bei der Bestimmung neuer Anwendungen, die zuvor nicht erkannt wurden, betr\u00e4gt 93,5 %.<\/p>\n<p><noindex><a rel=\"nofollow\" name=\"link\"><\/a><\/noindex><\/p>\n<p>Quelle: <a \ncontent=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=52683\">opennet.ru<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d \u043a\u043e\u0434 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f FlowPrint, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0435\u0433\u043e \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0442\u044c \u0441\u0435\u0442\u0435\u0432\u044b\u0435 \u043c\u043e\u0431\u0438\u043b\u044c\u043d\u044b\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u043f\u0443\u0442\u0451\u043c \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0437\u0430\u0448\u0438\u0444\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0442\u0440\u0430\u0444\u0438\u043a\u0430, \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0435\u043c\u043e\u0433\u043e \u0432 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0435 \u0440\u0430\u0431\u043e\u0442\u044b \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f. \u0412\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u043a\u0430\u043a \u0442\u0438\u043f\u043e\u0432\u044b\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c \u0434\u043b\u044f \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043d\u0430\u043a\u043e\u043f\u043b\u0435\u043d\u0430 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0430, \u0442\u0430\u043a \u0438 \u0434\u043b\u044f \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u043d\u043e\u0432\u044b\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439. \u041a\u043e\u0434 \u043d\u0430\u043f\u0438\u0441\u0430\u043d \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 Python \u0438 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u044f\u0435\u0442\u0441\u044f \u043f\u043e\u0434 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0435\u0439 MIT. \u041f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0430 \u0440\u0435\u0430\u043b\u0438\u0437\u0443\u0435\u0442 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043c\u0435\u0442\u043e\u0434, \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u044e\u0449\u0438\u0439 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u043d\u044b\u0435 \u0434\u043b\u044f \u0440\u0430\u0437\u043d\u044b\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u043e\u0431\u043c\u0435\u043d\u0430 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-77015","post","type-post","status-publish","format-standard","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d \u043a\u043e\u0434 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f FlowPrint.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Yuri Gagarin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/prohoster.info\/de\/blog\/news\/dostupen-flowprint-instrumentarij-dlya-opredeleniya-prilozheniya-po-zashifrovannomu-trafiku\" \/>\n\t<meta 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