{"id":45471,"date":"2022-07-30T19:51:25","date_gmt":"2022-07-30T19:51:25","guid":{"rendered":"https:\/\/zeru.com\/blog\/?p=45471"},"modified":"2022-07-30T19:51:27","modified_gmt":"2022-07-30T19:51:27","slug":"how-to-send-twitter-bots-to-attack","status":"publish","type":"post","link":"https:\/\/zeru.com\/blog\/how-to-send-twitter-bots-to-attack","title":{"rendered":"How to Send Twitter Bots to Attack"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_43 counter-flat ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<p class=\"ez-toc-title\">Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69f2d9cac7dd5\" class=\"cssicon\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><svg style=\"fill: #999;color:#999\" 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: #999;color:#999\" 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><\/label><label for=\"ez-toc-cssicon-toggle-item-69f2d9cac7dd5\"  class=\"cssiconcheckbox\">1<\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69f2d9cac7dd5\" ><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/zeru.com\/blog\/how-to-send-twitter-bots-to-attack\/#How_to_Send_Twitter_Bots_to_Attack\" title=\"How to Send Twitter Bots to Attack\">How to Send Twitter Bots to Attack<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/zeru.com\/blog\/how-to-send-twitter-bots-to-attack\/#Experiment_2\" title=\"Experiment 2\">Experiment 2<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/zeru.com\/blog\/how-to-send-twitter-bots-to-attack\/#Experiment_3\" title=\"Experiment 3\">Experiment 3<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/zeru.com\/blog\/how-to-send-twitter-bots-to-attack\/#Experiment_4\" title=\"Experiment 4\">Experiment 4<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/zeru.com\/blog\/how-to-send-twitter-bots-to-attack\/#Tweet_flow_identification\" title=\"Tweet flow identification\">Tweet flow identification<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/zeru.com\/blog\/how-to-send-twitter-bots-to-attack\/#Account_sampling\" title=\"Account sampling\">Account sampling<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/zeru.com\/blog\/how-to-send-twitter-bots-to-attack\/#Automated_tags_on_twitter_bots\" title=\"Automated tags on twitter bots\">Automated tags on twitter bots<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/zeru.com\/blog\/how-to-send-twitter-bots-to-attack\/#Spam_bots\" title=\"Spam bots\">Spam bots<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/zeru.com\/blog\/how-to-send-twitter-bots-to-attack\/#Identifying_spam_bots\" title=\"Identifying spam bots\">Identifying spam bots<\/a><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"How_to_Send_Twitter_Bots_to_Attack\"><\/span>How to Send Twitter Bots to Attack<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p> <img decoding=\"async\" align=\"left\" src=\"https:\/\/i.imgur.com\/6D1VOd9.png\" alt=\"how to send twitter bots to attack\" style=\"max-height:283px; margin:0px 10px; width:auto; max-width:42% height:auto;\"> <\/p>\n<p>Despite the difficulties, this experiment showed that there are two approaches for the development of Twitter bots. In the first approach, the bots are created to tweet about a certain subject, while the other is a hybrid approach that mixes bots and real people. Interestingly, neither approach provided any useful user interaction data. The second approach, however, showed satisfactory development over the long run. The results are shown in the tables below.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Experiment_2\"><\/span>Experiment 2<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Two studies published in the last few years have explored the efficacy of sending twitter bots to attack. The first of these tests took place during the 2018 Brazilian election, during which 65 messages were sent to different users. The messages were sent on specific topics, such as politics, sports, and entertainment. The second experiment used 65 more URLs for the attack tweets, but the results were ambiguous. In both experiments, the bots stimulated at least 51 hits.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Experiment_3\"><\/span>Experiment 3<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>We ran Experiment 3 in an attempt to find ways to mitigate the problems that were present in Experiment 2. Specifically, we looked for ways to post other tweets, such as pseudo-attack tweets, that would not be detected by the users of the target accounts. In addition, we explored how to diversify our posts, such as posting other, legitimate tweets. Finally, we evaluated the effectiveness of various mitigation techniques.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Experiment_4\"><\/span>Experiment 4<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>We have recently conducted an experiment to test Twitter&#8217;s detection mechanisms. We used two Twitter accounts, each controlled by a bot, to create posts on specific thematic areas. In total, we sent 4,569 messages with URLs related to different topics, including political topics and sports. Besides these, we sent 56 more messages with attack tweets. This experiment has been discontinued due to platform problems.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Tweet_flow_identification\"><\/span>Tweet flow identification<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Twitter detection mechanisms are very subtle, but we have identified several patterns for tweet flow identification when sending bots to attack. The first pattern is the bots&#8217; retweeting of human accounts. They mention left wing accounts, right wing accounts, and official accounts of institutional figures. In the second pattern, bots mention the Democratic Party and members of the blue community. We found that the bots didn&#8217;t meet the established functional requirements. We also found that the bots did not comply with Twitter API use rules.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Account_sampling\"><\/span>Account sampling<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>In order to create a bot, you will need a Twitter account and an automation tool. One popular tool is IFTTT, which enables you to automate tasks across multiple platforms. After setting up your Twitter account, you will need to decide what your bot will do, and create a list of rules. For example, a simple bot might tweet a link to your website whenever a page is updated, while a more complex bot might randomly tweet sentences or phrases.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Automated_tags_on_twitter_bots\"><\/span>Automated tags on twitter bots<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>A new feature that is set to be launched on Twitter in February 2022 will allow users to identify tweets by automated bots by their &#8220;robot&#8221; icon next to their username and by a label under their user name. Twitter said that the move is part of their effort to encourage &#8220;good bots&#8221; that don&#8217;t attack human accounts. While the labels are only used when the bot creators enable them, Twitter has made it mandatory to disclose whether an API-based bot account is automated. Failure to do so could result in the suspension of the account.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Spam_bots\"><\/span>Spam bots<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Spam bots on Twitter are automated accounts that act like real people. While some spam bots provide useful information, such as tweeting about earthquakes, others can be used to spread scams, political messages, or deceptive ads. Russia is thought to have used spam bots to influence the 2016 US presidential election. While there are good spam bots and bad ones, Twitter&#8217;s policies on spambots encourage users to report any suspicious activity.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Identifying_spam_bots\"><\/span>Identifying spam bots<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The most effective way to spot these spambots is by looking at the way they act. The most obvious ones are the topic-related ones, which are activated when users post tweets that relate to a certain topic. They may follow the user, respond to their tweets, or add themselves to a user&#8217;s Twitter list. This type of spambot is the easiest to identify as it signals an automated process. Identifying these bots is critical to preventing the spread of misinformation and political propaganda.<\/p>\n<p> <iframe frameborder=\"0\" allowfullscreen=\"true\" src=\"https:\/\/www.youtube.com\/embed\/5yWsOWKn1EU\" height=\"234\" width=\"419\" style=\"margin:0px auto; display: block;\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>How to Send Twitter Bots to Attack Despite the difficulties, this experiment showed that there are two approaches for the development of Twitter bots. In the first approach, the bots are created to tweet about a certain subject, while the other is a hybrid approach that mixes bots and real people. Interestingly, neither approach provided [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":50792,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":[],"categories":[4],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v19.7 (Yoast SEO v21.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Send Twitter Bots to Attack - Zeru<\/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:\/\/zeru.com\/blog\/how-to-send-twitter-bots-to-attack\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Send Twitter Bots to Attack\" \/>\n<meta property=\"og:description\" content=\"How to Send Twitter Bots to Attack Despite the difficulties, this experiment showed that there are two approaches for the development of Twitter bots. 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