{"id":102331,"date":"2021-11-19T21:36:39","date_gmt":"2021-11-19T19:36:40","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/vypusk-controlflag-1-0-instrumenta-dlya-vyyavleniya-oshibok-v-kode-na-yazyke-si"},"modified":"2021-11-19T21:36:39","modified_gmt":"2021-11-19T19:36:40","slug":"vypusk-controlflag-1-0-instrumenta-dlya-vyyavleniya-oshibok-v-kode-na-yazyke-si","status":"publish","type":"post","link":"https:\/\/prohoster.info\/pl\/blog\/news\/vypusk-controlflag-1-0-instrumenta-dlya-vyyavleniya-oshibok-v-kode-na-yazyke-si","title":{"rendered":"Wydanie ControlFlag 1.0, narz\u0119dzia do wykrywania b\u0142\u0119d\u00f3w w kodzie w j\u0119zyku C","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Firma Intel opublikowa\u0142a pierwsz\u0105 znacz\u0105c\u0105 wersj\u0119 narz\u0119dzia ControlFlag 1.0, kt\u00f3re umo\u017cliwia wykrywanie b\u0142\u0119d\u00f3w i anomalii w kodzie \u017ar\u00f3d\u0142owym, wykorzystuj\u0105c system uczenia maszynowego przeszkolony na du\u017cej ilo\u015bci istniej\u0105cego kodu. W przeciwie\u0144stwie do tradycyjnych analizator\u00f3w statycznych, ControlFlag nie stosuje gotowych regu\u0142, w kt\u00f3rych trudno przewidzie\u0107 wszystkie mo\u017cliwe przypadki, ale opiera si\u0119 na statystyce u\u017cycia r\u00f3\u017cnych konstrukcji j\u0119zykowych w wielu istniej\u0105cych projektach. Kod ControlFlag zosta\u0142 napisany w j\u0119zyku C++ i jest udost\u0119pniany na licencji MIT.       <\/p>\n<p>System uczy si\u0119 poprzez budowanie modelu statystycznego istniej\u0105cego zbioru kodu z otwartych projekt\u00f3w opublikowanych na GitHub i podobnych publicznych repozytoriach. Na etapie uczenia system identyfikuje typowe wzorce budowy konstrukcji w kodzie i tworzy drzewo sk\u0142adniowe relacji mi\u0119dzy tymi wzorcami, odzwierciedlaj\u0105ce przep\u0142yw wykonania kodu w programie. W rezultacie formuje si\u0119 wzorcowe drzewo podejmowania decyzji, \u0142\u0105cz\u0105ce do\u015bwiadczenia programistyczne wszystkich analizowanych kod\u00f3w \u017ar\u00f3d\u0142owych. Dla kontrolowanego kodu przeprowadzany jest podobny proces identyfikacji wzorc\u00f3w, kt\u00f3re s\u0105 por\u00f3wnywane z wzorcowym drzewem podejmowania decyzji. Du\u017ce rozbie\u017cno\u015bci w por\u00f3wnaniu z s\u0105siednimi ga\u0142\u0119ziami \u015bwiadcz\u0105 o obecno\u015bci anomalii w kontrolowanym wzorcu.           <\/p>\n<p><center><img decoding=\"async\" alt=\"Wydanie ControlFlag 1.0, narz\u0119dzia do wykrywania b\u0142\u0119d\u00f3w w kodzie w j\u0119zyku C\" src=\"\/wp-content\/uploads\/2021\/11\/487e250bbbd790108aff376f7c9b6c5d.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/center>      <\/p>\n<p>Na przyk\u0142adzie mo\u017cliwo\u015bci ControlFlag, deweloperzy przeprowadzili analiz\u0119 kod\u00f3w \u017ar\u00f3d\u0142owych projekt\u00f3w OpenSSL i cURL:  <\/p>\n<ul>\n<li class=\"l\"> W OpenSSL zidentyfikowano nietypowe konstrukcje &#171;(s1 == NULL) &#8743; (s2 == NULL)&#187; oraz &#171;(s1 == NULL) | (s2 == NULL)&#187;, kt\u00f3re nie odpowiadaj\u0105 zwykle u\u017cywanemu wzorcowi &#171;(s1 == NULL) || (s2 == NULL)&#187;. W kodzie zidentyfikowano r\u00f3wnie\u017c anomalie w wyra\u017ceniach &#171;(-2 == rv)&#187; (minus by\u0142 b\u0142\u0119dem pisarskim) oraz &#171;BIO_puts(bp, &#171;:&#187;) &lt;= 0)&#187; (w kontek\u015bcie sprawdzania poprawno\u015bci dzia\u0142ania funkcji powinno by\u0107 &#171;== 0&#187;).\n<li class=\"l\"> W cURL zidentyfikowano nieprzypadkowy b\u0142\u0105d, kt\u00f3rego nie dostrzegli analizatorzy statyczni, dotycz\u0105cy elementu struktury &#171;s-&gt;keepon&#187;, kt\u00f3ry mia\u0142 typ liczbowy, ale by\u0142 por\u00f3wnywany z warto\u015bci\u0105 logiczn\u0105 TRUE.   <\/ul>\n<p>W wersji ControlFlag 1.0 zauwa\u017cono pe\u0142ne wsparcie dla typowych wzorc\u00f3w dla j\u0119zyka C oraz mo\u017cliwo\u015b\u0107 wykrywania anomalii w wyra\u017ceniach warunkowych &#171;if&#187;. Na przyk\u0142ad, przy analizie fragmentu kodu &#171;if (x = 7) y = x;&#187; system okre\u015bli, \u017ce zwykle w operatorze &#171;if&#187; do por\u00f3wnywania warto\u015bci liczbowych u\u017cywana jest konstrukcja &#171;zmienna == liczba&#187;, dlatego z du\u017cym prawdopodobie\u0144stwem wskazanie &#171;zmienna = liczba&#187; w wyra\u017ceniu &#171;if&#187; by\u0142o spowodowane b\u0142\u0119dem pisarskim. W zestawie dost\u0119pny jest skrypt, kt\u00f3ry umo\u017cliwia za\u0142adowanie poszczeg\u00f3lnych zasob\u00f3w dost\u0119pnych w repozytorium GitHub w j\u0119zyku C i wykorzystanie ich do budowy modelu. Dost\u0119pne s\u0105 r\u00f3wnie\u017c gotowe modele, kt\u00f3re pozwalaj\u0105 od razu przyst\u0105pi\u0107 do sprawdzania kodu.<br \/>\n<br \/>\u0179r\u00f3d\u0142o: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=56187\">opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Intel \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b\u0430 \u043f\u0435\u0440\u0432\u044b\u0439 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0440\u0435\u043b\u0438\u0437 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f ControlFlag 1.0, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0435\u0433\u043e \u0432\u044b\u044f\u0432\u043b\u044f\u0442\u044c \u043e\u0448\u0438\u0431\u043a\u0438 \u0438 \u0430\u043d\u043e\u043c\u0430\u043b\u0438\u0438 \u0432 \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0445 \u0442\u0435\u043a\u0441\u0442\u0430\u0445, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f, \u043d\u0430\u0442\u0440\u0435\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u043d\u0430 \u0431\u043e\u043b\u044c\u0448\u043e\u043c \u043e\u0431\u044a\u0451\u043c\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0433\u043e \u043a\u043e\u0434\u0430. \u0412 \u043e\u0442\u043b\u0438\u0447\u0438\u0435 \u043e\u0442 \u0442\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0441\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0430\u043d\u0430\u043b\u0438\u0437\u0430\u0442\u043e\u0440\u043e\u0432, ControlFlag \u043d\u0435 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0435\u0442 \u0433\u043e\u0442\u043e\u0432\u044b\u0445 \u043f\u0440\u0430\u0432\u0438\u043b, \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0442\u0440\u0443\u0434\u043d\u043e \u043f\u0440\u0435\u0434\u0443\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u0432\u0441\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b, \u0430 \u043e\u0442\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u043e\u0442 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0432\u0441\u0435\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0445 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u043a\u043e\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0439 \u0432 \u0431\u043e\u043b\u044c\u0448\u043e\u043c [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":102332,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-102331","post","type-post","status-publish","format-standard","has-post-thumbnail","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=\"\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Intel \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b\u0430 \u043f\u0435\u0440\u0432\u044b\u0439 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0440\u0435\u043b\u0438\u0437 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f ControlFlag 1.0, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0435\u0433\u043e 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narz\u0119dzia do wykrywania b\u0142\u0119d\u00f3w w kodzie w j\u0119zyku C | ProHoster","description":"Firma Intel opublikowa\u0142a pierwsz\u0105 znacz\u0105c\u0105 wersj\u0119 narz\u0119dzia ControlFlag 1.0, kt\u00f3re umo\u017cliwia wykrywanie b\u0142\u0119d\u00f3w i anomalii w kodzie \u017ar\u00f3d\u0142owym, korzystaj\u0105c z systemu uczenia maszynowego, wytrenowanego na szerokiej gamie danych.","canonical_url":"https:\/\/prohoster.info\/pl\/blog\/news\/vypusk-controlflag-1-0-instrumenta-dlya-vyyavleniya-oshibok-v-kode-na-yazyke-si","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"pl_PL","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS 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