{"id":2919,"date":"2024-11-04T11:00:15","date_gmt":"2024-11-04T08:00:15","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/selenium-ile-bot-algilama-yazilimini-gecme\/"},"modified":"2024-11-04T11:00:15","modified_gmt":"2024-11-04T08:00:15","slug":"selenium-ile-bot-algilama-yazilimini-gecme","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/selenium-ile-bot-algilama-yazilimini-gecme\/","title":{"rendered":"Selenium ile Bot Alg\u0131lama Yaz\u0131l\u0131m\u0131n\u0131 Ge\u00e7me"},"content":{"rendered":"<p>Selenium ile Bot Alg\u0131lama Yaz\u0131l\u0131m\u0131n\u0131 Ge\u00e7me<\/p>\n<p>Web siteleri, k\u00f6t\u00fc niyetli otomasyonlar\u0131 ve spam&#8217;i \u00f6nlemek i\u00e7in bot tespit yaz\u0131l\u0131mlar\u0131 kullan\u0131r. Bu yaz\u0131l\u0131mlar, insan benzeri davran\u0131\u015flar\u0131 taklit etmeyen veya \u015f\u00fcpheli aktiviteler sergileyen istekleri tespit etmek i\u00e7in \u00e7e\u015fitli teknikler kullan\u0131r. Selenium, web uygulamalar\u0131 otomasyonunda s\u0131k\u00e7a kullan\u0131lan g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r, ancak bot tespit yaz\u0131l\u0131mlar\u0131 taraf\u0131ndan kolayca alg\u0131lanabilir.<\/p>\n<p>Bu makalede, Selenium ile bot tespit yaz\u0131l\u0131mlar\u0131n\u0131 ge\u00e7me stratejileri ele alaca\u011f\u0131z. \u00d6ncelikle bot tespit yaz\u0131l\u0131mlar\u0131n\u0131n nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131na dair genel bir bak\u0131\u015f sa\u011flayaca\u011f\u0131z ve ard\u0131ndan baz\u0131 yayg\u0131n teknikleri ve \u00f6nlemleri inceleyece\u011fiz.<\/p>\n<h2>Bot Tespit Yaz\u0131l\u0131m\u0131n\u0131n \u00c7al\u0131\u015fma Prensipleri<\/h2>\n<p>Bot tespit yaz\u0131l\u0131mlar\u0131, a\u015fa\u011f\u0131daki gibi \u00e7e\u015fitli tekniklere dayan\u0131r:<\/p>\n<ul>\n<li><strong>\u0130stek Analizi:<\/strong> \u0130stek ba\u015fl\u0131klar\u0131, IP adresleri, kullan\u0131c\u0131 ajanlar\u0131 ve di\u011fer meta veriler analiz edilir. \u015e\u00fcpheli desenler veya anormallikler tespit edilebilir.<\/li>\n<li><strong>Davran\u0131\u015f Analizi:<\/strong> Kullan\u0131c\u0131 etkile\u015fimleri, fare hareketleri, tu\u015f vuru\u015flar\u0131 ve di\u011fer eylemler analiz edilir. \u0130nsan benzeri olmayan veya \u00e7ok h\u0131zl\u0131 hareketler tespit edilebilir.<\/li>\n<li><strong>JavaScript G\u00f6revleri:<\/strong> Botlar genellikle JavaScript g\u00f6revlerini tamamlamakta zorlan\u0131r. Bu nedenle, JavaScript tabanl\u0131 bulmacalar veya zorluklar kullan\u0131labilir.<\/li>\n<li><strong>G\u00f6rsel CAPTCHA&#8217;lar:<\/strong> Kullan\u0131c\u0131lar\u0131n resimleri tan\u0131mlamas\u0131n\u0131 veya belirli \u00f6\u011feleri se\u00e7mesini gerektiren g\u00f6rsel CAPTCHA&#8217;lar, botlar\u0131n \u00e7\u00f6z\u00fcm\u00fcn\u00fc zorla\u015ft\u0131r\u0131r.<\/li>\n<\/ul>\n<h2>Selenium ile Bot Tespitini Ge\u00e7me Stratejileri<\/h2>\n<p>Selenium ile bot tespit yaz\u0131l\u0131mlar\u0131n\u0131 ge\u00e7mek i\u00e7in \u00e7e\u015fitli stratejiler kullan\u0131labilir. Ancak, etik s\u0131n\u0131rlar i\u00e7inde hareket etmek ve web sitelerinin kullan\u0131m \u015fartlar\u0131na uymak \u00f6nemlidir.<\/p>\n<h3>1. \u0130nsan Benzeri Davran\u0131\u015f Sim\u00fclasyonu<\/h3>\n<p>Bot tespit yaz\u0131l\u0131mlar\u0131n\u0131 atlatman\u0131n en etkili yollar\u0131ndan biri, Selenium ile insan benzeri davran\u0131\u015flar sim\u00fcle etmektir.<\/p>\n<ul>\n<li><strong>Rastgele Bekleme S\u00fcreleri:<\/strong> Eylemler aras\u0131nda rastgele bekleme s\u00fcreleri eklemek, bot davran\u0131\u015f\u0131n\u0131 daha do\u011fal hale getirebilir.<\/li>\n<li><strong>Fare Hareketleri:<\/strong> Fare hareketleri, t\u0131klamalar\u0131 ve kayd\u0131rma eylemlerini rastgele olarak eklemek, bot tespit yaz\u0131l\u0131mlar\u0131n\u0131 kand\u0131rmaya yard\u0131mc\u0131 olabilir.<\/li>\n<li><strong>Tu\u015f Vuru\u015flar\u0131:<\/strong> Metin giri\u015finde rastgele gecikmeler ve hatalar eklemek, ger\u00e7ek bir kullan\u0131c\u0131 gibi g\u00f6r\u00fcnmeye yard\u0131mc\u0131 olabilir.<\/li>\n<li><strong>\u00c7oklu Sekme ve Pencere Kullan\u0131m\u0131:<\/strong> Farkl\u0131 sekmelerde veya pencerelerde gezinmek, bot tespitini daha zorla\u015ft\u0131rabilir.<\/li>\n<\/ul>\n<h3>2. Proxy Kullan\u0131m\u0131<\/h3>\n<p>Proxy sunucular\u0131, ger\u00e7ek IP adresinizi gizlemenize ve bot tespit yaz\u0131l\u0131mlar\u0131n\u0131n sizi tan\u0131mlamas\u0131n\u0131 zorla\u015ft\u0131rman\u0131za olanak tan\u0131r.<\/p>\n<ul>\n<li><strong>Rotating Proxies:<\/strong> S\u00fcrekli olarak proxyleri de\u011fi\u015ftirmek, IP adresinizin izlenmesini zorla\u015ft\u0131r\u0131r.<\/li>\n<li><strong>\u00d6zel Proxyler:<\/strong> \u00d6zel proxyler, daha y\u00fcksek anonimlik ve g\u00fcvenilirlik sunabilir.<\/li>\n<\/ul>\n<h3>3. Selenium&#8217;u Gizleme<\/h3>\n<p>Selenium&#8217;u kullan\u0131rken, bot tespit yaz\u0131l\u0131mlar\u0131n\u0131n sizi alg\u0131lamas\u0131n\u0131 \u00f6nlemek i\u00e7in baz\u0131 \u00f6nlemler alabilirsiniz.<\/p>\n<ul>\n<li><strong>Kullan\u0131c\u0131 Ajan\u0131n\u0131 De\u011fi\u015ftirme:<\/strong> Farkl\u0131 bir taray\u0131c\u0131 veya i\u015fletim sistemine ait bir kullan\u0131c\u0131 ajan\u0131n\u0131 taklit ederek bot tespitini engelleyebilirsiniz.<\/li>\n<li><strong>Selenium&#8217;u Gizleme:<\/strong> Selenium&#8217;un belirli \u00f6zelliklerini devre d\u0131\u015f\u0131 b\u0131rakarak veya taray\u0131c\u0131n\u0131n belirli davran\u0131\u015flar\u0131n\u0131 de\u011fi\u015ftirerek bot tespit yaz\u0131l\u0131mlar\u0131n\u0131n Selenium&#8217;u alg\u0131lamas\u0131n\u0131 zorla\u015ft\u0131rabilirsiniz.<\/li>\n<\/ul>\n<h3>4. CAPTCHA \u00c7\u00f6zme<\/h3>\n<p>CAPTCHA&#8217;lar, botlar\u0131n \u00e7\u00f6z\u00fcm\u00fcn\u00fc zorla\u015ft\u0131rmak i\u00e7in tasarlanm\u0131\u015ft\u0131r. Ancak, baz\u0131 y\u00f6ntemler kullan\u0131larak \u00e7\u00f6z\u00fclebilirler.<\/p>\n<ul>\n<li><strong>CAPTCHA \u00c7\u00f6z\u00fcm Hizmetleri:<\/strong> \u00dc\u00e7\u00fcnc\u00fc taraf CAPTCHA \u00e7\u00f6z\u00fcm hizmetleri, CAPTCHA&#8217;lar\u0131 sizin i\u00e7in \u00e7\u00f6zebilir. Ancak, bu hizmetlerin maliyeti ve g\u00fcvenilirli\u011fi de\u011fi\u015febilir.<\/li>\n<li><strong>G\u00f6rsel \u0130\u015fleme:<\/strong> Baz\u0131 CAPTCHA t\u00fcrleri, g\u00f6rsel i\u015fleme teknikleri kullan\u0131larak \u00e7\u00f6z\u00fclebilir. Ancak, bu y\u00f6ntemler olduk\u00e7a karma\u015f\u0131k olabilir.<\/li>\n<\/ul>\n<h2>\u00d6rnek Kod<\/h2>\n<p>&#8220;`python<br \/>\nfrom selenium import webdriver<br \/>\nfrom selenium.webdriver.common.by import By<br \/>\nfrom selenium.webdriver.support.ui import WebDriverWait<br \/>\nfrom selenium.webdriver.support import expected_conditions as EC<br \/>\nfrom selenium.webdriver.common.keys import Keys<br \/>\nimport time<br \/>\nimport random<\/p>\n<p># Proxy kullan\u0131m\u0131<br \/>\noptions = webdriver.ChromeOptions()<br \/>\noptions.add_argument(&#8216;&#8211;proxy-server=123.45.67.89:1234&#8217;)<\/p>\n<p># Selenium ba\u015flatma<br \/>\ndriver = webdriver.Chrome(options=options)<\/p>\n<p># \u0130nsan benzeri davran\u0131\u015f sim\u00fclasyonu<br \/>\ndriver.get(&#8216;https:\/\/www.example.com&#8217;)<br \/>\ntime.sleep(random.uniform(2, 5))<\/p>\n<p># Fare hareketleri<br \/>\ndriver.find_element(By.ID, &#8216;search_box&#8217;).send_keys(&#8216;arama terimi&#8217;)<br \/>\ndriver.find_element(By.ID, &#8216;search_box&#8217;).click()<br \/>\ntime.sleep(random.uniform(1, 3))<br \/>\ndriver.find_element(By.ID, &#8216;search_box&#8217;).send_keys(Keys.RETURN)<\/p>\n<p># CAPTCHA \u00e7\u00f6z\u00fcm\u00fc<br \/>\n# &#8230;<\/p>\n<p># Sayfa i\u00e7eri\u011fini al<br \/>\ncontent = driver.page_source<\/p>\n<p># Taray\u0131c\u0131y\u0131 kapat<br \/>\ndriver.quit()<\/p>\n<p># &#8230;<br \/>\n&#8220;`<\/p>\n<h2>Etik Hususlar<\/h2>\n<p>Bot tespit yaz\u0131l\u0131mlar\u0131n\u0131 ge\u00e7mek i\u00e7in Selenium&#8217;u kullan\u0131rken etik hususlar\u0131 g\u00f6z \u00f6n\u00fcnde bulundurmak \u00f6nemlidir.<\/p>\n<ul>\n<li><strong>Web Sitelerinin Kullan\u0131m \u015eartlar\u0131na Uyma:<\/strong> Web sitelerinin kullan\u0131m \u015fartlar\u0131na uyma ve bot tespit yaz\u0131l\u0131mlar\u0131n\u0131n kullan\u0131m\u0131n\u0131 \u00f6nleme amac\u0131na sayg\u0131 duymak \u00f6nemlidir.<\/li>\n<li><strong>K\u00f6t\u00fc Niyetli Ama\u00e7lar \u0130\u00e7in Kullanmama:<\/strong> Selenium&#8217;u spam, phishing veya ba\u015fka k\u00f6t\u00fc niyetli faaliyetlerde bulunmak i\u00e7in kullanmamal\u0131s\u0131n\u0131z.<\/li>\n<li><strong>\u015eeffafl\u0131k:<\/strong> Bot aktivitelerinizin web siteleri taraf\u0131ndan fark edilmesi durumunda \u015feffaf davranmak ve a\u00e7\u0131klamalar sunmak \u00f6nemlidir.<\/li>\n<\/ul>\n<h2>Sonu\u00e7<\/h2>\n<p>Selenium ile bot tespit yaz\u0131l\u0131mlar\u0131n\u0131 ge\u00e7mek i\u00e7in \u00e7e\u015fitli stratejiler kullan\u0131labilir. Ancak, etik s\u0131n\u0131rlar i\u00e7inde hareket etmek ve web sitelerinin kullan\u0131m \u015fartlar\u0131na uymak \u00f6nemlidir.<\/p>\n<p>Bot tespit yaz\u0131l\u0131mlar\u0131, web sitelerinin g\u00fcvenli\u011fi i\u00e7in \u00f6nemlidir. Botlar\u0131n neden oldu\u011fu spam, k\u00f6t\u00fc ama\u00e7l\u0131 yaz\u0131l\u0131m ve di\u011fer tehditler, kullan\u0131c\u0131 deneyimini olumsuz etkileyebilir. Bot tespit yaz\u0131l\u0131mlar\u0131n\u0131 ge\u00e7meye \u00e7al\u0131\u015fmadan \u00f6nce, web sitelerinin kullan\u0131m \u015fartlar\u0131n\u0131 dikkatlice incelemek ve etik hususlar\u0131 g\u00f6z \u00f6n\u00fcnde bulundurmak \u00f6nemlidir.<\/p>\n<p>Daha fazla bilgi i\u00e7in, [fatihsoysal.com](https:\/\/fatihsoysal.com\/) adresini ziyaret edebilirsiniz.<\/p>\n<p>Bu makalede, Selenium ile bot tespit yaz\u0131l\u0131mlar\u0131n\u0131 ge\u00e7me stratejileri ele al\u0131nd\u0131. Ancak, bu stratejiler s\u00fcrekli olarak geli\u015fen bot tespit yaz\u0131l\u0131mlar\u0131 kar\u015f\u0131s\u0131nda etkinli\u011fini kaybedebilir. Bu nedenle, geli\u015fmeleri takip etmek ve yeni teknikler \u00f6\u011frenmek \u00f6nemlidir.<\/p>\n<p>#Etiketler: Selenium, Bot Tespit Yaz\u0131l\u0131mlar\u0131, Bot Alg\u0131lama, Web Otomasyonu, Web Scraping, CAPTCHA, Proxy, Etik Hususlar, G\u00fcvenlik<\/p>\n","protected":false},"excerpt":{"rendered":"Selenium ile Bot Alg\u0131lama Yaz\u0131l\u0131m\u0131n\u0131 Ge\u00e7me Web siteleri, k\u00f6t\u00fc niyetli otomasyonlar\u0131 ve spam&#8217;i \u00f6nlemek i\u00e7in bot tespit yaz\u0131l\u0131mlar\u0131&hellip;","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-2919","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Selenium ile Bot Alg\u0131lama Yaz\u0131l\u0131m\u0131n\u0131 Ge\u00e7me<\/title>\n<meta name=\"description\" content=\"Web siteleri, k\u00f6t\u00fc niyetli otomasyonlar\u0131 ve spam&#039;i \u00f6nlemek i\u00e7in bot tespit yaz\u0131l\u0131mlar\u0131 kullan\u0131r. Bu yaz\u0131l\u0131mlar, insan benzeri davran\u0131\u015flar\u0131 taklit etmeyen veya \u015f\u00fcpheli aktiviteler sergileyen istekleri tespit etmek i\u00e7in \u00e7e\u015fitli teknikler kullan\u0131r. Selenium, web uygulamalar\u0131 otomasyonunda s\u0131k\u00e7a kullan\u0131lan g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r, ancak bot tespit yaz\u0131l\u0131mlar\u0131 taraf\u0131ndan kolayca alg\u0131lanabilir.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/selenium-ile-bot-algilama-yazilimini-gecme\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Selenium ile Bot Alg\u0131lama Yaz\u0131l\u0131m\u0131n\u0131 Ge\u00e7me\" \/>\n<meta property=\"og:description\" content=\"Web siteleri, k\u00f6t\u00fc niyetli otomasyonlar\u0131 ve spam&#039;i \u00f6nlemek i\u00e7in bot tespit yaz\u0131l\u0131mlar\u0131 kullan\u0131r. Bu yaz\u0131l\u0131mlar, insan benzeri davran\u0131\u015flar\u0131 taklit etmeyen veya \u015f\u00fcpheli aktiviteler sergileyen istekleri tespit etmek i\u00e7in \u00e7e\u015fitli teknikler kullan\u0131r. Selenium, web uygulamalar\u0131 otomasyonunda s\u0131k\u00e7a kullan\u0131lan g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r, ancak bot tespit yaz\u0131l\u0131mlar\u0131 taraf\u0131ndan kolayca alg\u0131lanabilir.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/selenium-ile-bot-algilama-yazilimini-gecme\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-04T08:00:15+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/selenium-ile-bot-algilama-yazilimini-gecme\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/selenium-ile-bot-algilama-yazilimini-gecme\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Selenium ile Bot Alg\u0131lama Yaz\u0131l\u0131m\u0131n\u0131 Ge\u00e7me\",\"datePublished\":\"2024-11-04T08:00:15+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/selenium-ile-bot-algilama-yazilimini-gecme\/\"},\"wordCount\":1032,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/selenium-ile-bot-algilama-yazilimini-gecme\/#respond\"]}],\"copyrightYear\":\"2024\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/selenium-ile-bot-algilama-yazilimini-gecme\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/selenium-ile-bot-algilama-yazilimini-gecme\/\",\"name\":\"Selenium ile Bot Alg\u0131lama Yaz\u0131l\u0131m\u0131n\u0131 Ge\u00e7me\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2024-11-04T08:00:15+00:00\",\"description\":\"Web siteleri, k\u00f6t\u00fc niyetli otomasyonlar\u0131 ve spam'i \u00f6nlemek i\u00e7in bot tespit yaz\u0131l\u0131mlar\u0131 kullan\u0131r. 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