{"id":48373,"date":"2024-03-04T19:56:29","date_gmt":"2024-03-04T14:26:29","guid":{"rendered":"https:\/\/www.techtricksworld.com\/?p=48373"},"modified":"2024-03-04T19:56:29","modified_gmt":"2024-03-04T14:26:29","slug":"data-security-scraping-bot-challenges","status":"publish","type":"post","link":"https:\/\/www.techtricksworld.com\/data-security-scraping-bot-challenges\/","title":{"rendered":"Data Security: Scraping Bot Challenges"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">We live in a time where everyone, from petty crooks to global corporations, understands the value of and can benefit from leveraging the right data. Petabytes of it are out there for the taking, necessitating a fast and all-encompassing collection method. That&#8217;s where web scraping in all its dubiously ethical &amp; legal forms comes in.<\/span><\/p>\n<figure id=\"attachment_48374\" aria-describedby=\"caption-attachment-48374\" style=\"width: 740px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-48374 size-full\" src=\"https:\/\/www.techtricksworld.com\/wp-content\/uploads\/2024\/03\/data-security.jpeg\" alt=\"data security\" width=\"740\" height=\"493\" srcset=\"https:\/\/www.techtricksworld.com\/wp-content\/uploads\/2024\/03\/data-security.jpeg 740w, https:\/\/www.techtricksworld.com\/wp-content\/uploads\/2024\/03\/data-security-300x200.jpeg 300w, https:\/\/www.techtricksworld.com\/wp-content\/uploads\/2024\/03\/data-security-414x276.jpeg 414w, https:\/\/www.techtricksworld.com\/wp-content\/uploads\/2024\/03\/data-security-470x313.jpeg 470w, https:\/\/www.techtricksworld.com\/wp-content\/uploads\/2024\/03\/data-security-640x426.jpeg 640w, https:\/\/www.techtricksworld.com\/wp-content\/uploads\/2024\/03\/data-security-130x86.jpeg 130w, https:\/\/www.techtricksworld.com\/wp-content\/uploads\/2024\/03\/data-security-187x124.jpeg 187w\" sizes=\"(max-width: 740px) 100vw, 740px\" \/><figcaption id=\"caption-attachment-48374\" class=\"wp-caption-text\">Photo: <a href=\"https:\/\/www.freepik.com\/free-vector\/data-security-technology-background-vector-blue-tone_16268230.htm\" target=\"_blank\">Freepik<\/a><\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">This article takes a closer look at web scraping. It explores the practice\u2019s workings and moral aspects. Towards the end, it offers practical advice on safeguarding your digital assets from scraping attempts.<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_65 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #000000;color:#000000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #000000;color:#000000\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.techtricksworld.com\/data-security-scraping-bot-challenges\/#A_Gray_Threat\" title=\"A Gray Threat\">A Gray Threat<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.techtricksworld.com\/data-security-scraping-bot-challenges\/#How_Do_Web_Scrapers_Operate\" title=\"How Do Web Scrapers Operate?\">How Do Web Scrapers Operate?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.techtricksworld.com\/data-security-scraping-bot-challenges\/#How_to_Prevent_Scraping_Bots\" title=\"How to Prevent Scraping Bots?\">How to Prevent Scraping Bots?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.techtricksworld.com\/data-security-scraping-bot-challenges\/#Conclusion\" title=\"Conclusion\">Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n\n<h2><span class=\"ez-toc-section\" id=\"A_Gray_Threat\"><\/span><span style=\"color: #000080;\"><b>A Gray Threat<\/b><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">It\u2019s important to note that web scraping happens on a spectrum. Its most transparent and legal use is gathering publically available and freely accessible data. Ethical scrapers honor a site&#8217;s Robots.txt guidelines, and their operators use the data to gain insights anyone else could if they employed the same tactics.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Conversely, malicious actors don\u2019t care about restrictions and leverage web scraping for more nefarious purposes. They may steal intellectual property or gather personally identifiable information from a website\u2019s user database. The crooks can then use this information to either log into the site &amp; cause damage or sell it to others.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Most web scraping falls somewhere between the two. While still legal, some may find such uses ethically questionable. For example, scraping the product pricing histories is a common web scraping use. Is it OK to leverage that data to not only undercut the competition but develop a pricing strategy that will ensure your prices are always more competitive?<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_Do_Web_Scrapers_Operate\"><\/span><span style=\"color: #000080;\"><b>How Do Web Scrapers Operate?<\/b><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<hr \/>\n<p><span style=\"font-weight: 400;\">Web scraping is a nuanced and diverse undertaking. Talented individuals can code a scraper from scratch. Conversely, a business that wants to get a leg up on its rivals will likely contact one of the countless scraping-as-a-service companies to do the job for them.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Simply put, web scraping automates the identification, collection, and sorting of data into a readable and usable format. Scrapers request data from a website and can either extract pertinent bits like the current cost of a flight or copy and store the entire site&#8217;s layout. The latter is particularly worrying since cybercriminals can use scraping to<\/span> <a href=\"https:\/\/www.redpoints.com\/blog\/how-to-detect-duplicate-websites\/\" target=\"_blank\"><span style=\"font-weight: 400;\">believably recreate a website<\/span><\/a><span style=\"font-weight: 400;\"> and lure users there to steal their data.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It sounds straightforward, but there are many hurdles to getting a scraping tool to perform accurately and consistently. Scrapers need tailoring to the current version of the site they&#8217;re working on, or else the results won&#8217;t be complete and trustworthy.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Scraping is an automated activity carried out by bots. These bots have to bypass several protection layers and remain undetected to complete their mission. Mimicking human behavior is, therefore, essential for continued access.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Human-like requests are relatively slow, and websites place obstacles like CAPTCHAs before bots to identify them. Scraper providers have found ways to bypass most such measures. For example, <\/span><a href=\"https:\/\/oxylabs.io\/products\/residential-proxy-pool\" target=\"_blank\"><span style=\"font-weight: 400;\">using residential proxies<\/span><\/a><span style=\"font-weight: 400;\"> when making requests is common practice. These provide real rotating IP addresses, making a single bot&#8217;s repeated attempts look like requests from multiple users at different locations.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">While public data is fair game, unethical scraping doesn\u2019t stop there. It\u2019s straightforward to create accounts for dozens of IPs on a given site. These logged-in \u201cusers\u201d then have access to more of a site\u2019s features and data.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_to_Prevent_Scraping_Bots\"><\/span><span style=\"color: #000080;\"><b>How to Prevent Scraping Bots?<\/b><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<hr \/>\n<p><span style=\"font-weight: 400;\">Sadly, there&#8217;s no one-size-fits-all solution for web scraping prevention. The bots are growing more sophisticated, and the AI boom will only exacerbate the challenge. However, website owners who want to make the bots&#8217; lives miserable can still do a lot.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Requiring account creation is the first step many sites already employ. Putting the data behind a login requirement won&#8217;t make it 100% secure, but it brings several benefits. On the one hand, it\u2019s harder to create an account for every used IP, so the scraper&#8217;s developers won&#8217;t bother in most cases. On the other, outlining a strict data protection policy in your Terms of Service means anyone who accepts is liable for any breach of the terms.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Businesses should also keep their most important data separate from their public-facing networks. Doing so was more convenient when everyone was at a central office where the cybersec team could heavily fortify the local network. Modern WFH and remote challenges require a different approach \u2013 one business VPNs are ideal for.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Virtual private networks guarantee the integrity and anonymity of all sensitive data exchanged between <a href=\"https:\/\/www.techtricksworld.com\/how-not-to-lose-touch-with-your-remote-employees\/\" target=\"_blank\" rel=\"noreferrer noopener\">remote employees<\/a> and company networks. It\u2019s easy to <\/span><a href=\"https:\/\/nordvpn.com\/features\/vpn-for-multiple-devices\/\" target=\"_blank\"><span style=\"font-weight: 400;\">find VPNs for multiple devices<\/span><\/a><span style=\"font-weight: 400;\">, which is essential in the modern world. They encrypt all communication and data transmissions in all devices, ensuring that no bot instructed to snoop on such activities can get any data that&#8217;s usable in any way or traceable to your company as the source.<\/span><\/p>\n<p><a href=\"https:\/\/en.wikipedia.org\/wiki\/Honeypot_(computing)\" target=\"_blank\" rel=\"nofollow\"><span style=\"font-weight: 400;\">Honeypots<\/span><\/a><span style=\"font-weight: 400;\"> are a popular and effective means of thwarting data scraping bots. One can set them up to observe a scraper\u2019s activity, which helps in recognizing suspicious behavior and developing countermeasures. The honeypot can then introduce a link no ordinary user should be able to click on, identifying and booting the scraper from the website.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Messing with the site\u2019s HTML tags is another way of keeping scrapers on their toes. Successful scraping hinges on exact parameters. An attempt will only be partially successful or fail outright if the website\u2019s HTML tags don\u2019t match what the bot is expecting.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span><span style=\"color: #000080;\"><b>Conclusion<\/b><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<hr \/>\n<p><span style=\"font-weight: 400;\">We summarized quite a complex topic, and hopefully, it\u2019s enough to get a grasp of the idea of how to fight unwanted scraping attempts. If anything about data scraping is certain, it&#8217;s that criminals and legitimate companies will continue to rely on it for valuable and timely insights. It&#8217;s become just another cost of doing business for the latter. Keeping a step ahead will require more vigilance and reassessment of current cybersecurity strategies.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>We live in a time where everyone, from petty crooks to global corporations, understands the value of and can benefit from leveraging the right data. Petabytes of it are out there for the taking, necessitating a fast and all-encompassing collection method. That&#8217;s where web scraping in all its dubiously ethical &amp; legal forms comes in. [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":48374,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3096],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Security: Scraping Bot Challenges<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.techtricksworld.com\/data-security-scraping-bot-challenges\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Security: Scraping Bot Challenges\" \/>\n<meta property=\"og:description\" content=\"We live in a time where everyone, from petty crooks to global corporations, understands the value of and can benefit from leveraging the right data. 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