{"id":42877,"date":"2023-05-14T15:45:10","date_gmt":"2023-05-14T15:45:10","guid":{"rendered":"https:\/\/www.gsma.com\/solutions-and-impact\/gsma-open-gateway\/?post_type=gsma_theme_resources&#038;p=42877"},"modified":"2025-10-21T11:02:38","modified_gmt":"2025-10-21T11:02:38","slug":"detection-of-bot-traffic","status":"publish","type":"gsma_theme_resources","link":"https:\/\/www.gsma.com\/solutions-and-impact\/gsma-open-gateway\/gsma_resources\/detection-of-bot-traffic\/","title":{"rendered":"Detection of Bot Traffic"},"content":{"rendered":"\n<figure class=\"wp-block-table is-style-regular\"><table class=\"has-gsma-light-grey-background-color has-background\"><tbody><tr><td><strong>Use Case<\/strong><\/td><td>Detection of Bot Traffic<\/td><\/tr><tr><td><strong>Sector<\/strong><\/td><td>Financial Services, Retail, Media and Entertainment, Gambling<\/td><\/tr><tr><td><strong>CAMARA API<\/strong><\/td><td>Number Verification\u200b<br>Device Identifier<br><a href=\"https:\/\/www.gsma.com\/solutions-and-impact\/gsma-open-gateway\/gsma-open-gateway-api-descriptions\/\">View API Descriptions<\/a><\/td><\/tr><tr><td><strong>Business problem being solved<\/strong><\/td><td>Prevention of fraudulent activities such a false advertising statistics.<\/td><\/tr><tr><td><strong>How the solution works<\/strong><\/td><td>Bot Traffic can be identified by the following characteristics (i) repetitive, high-frequency actions such as rapid page requests, consistent click patterns, and uniform interaction times, (ii) originate from a limited number of IP addresses or locations, often cloud-based devices or (iii) shorter session durations with shallow engagement\u200b<br>\u200b<br>The solution integrates advanced mobile network capabilities to identify and manage Bot generated traffic, such as clicking adverts to drive up fraudulent ad revenue.\u200b<br>\u200b<br>By integrating data from the following APIs, the system can maintain trust:\u200b<br><strong>Number Verification \/ Device Identifier: <\/strong>The API will help confirm if an individual is accessing the mobile network from a phone or a cloud-based device<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Use Case Detection of Bot Traffic Sector Financial Services, Retail, Media and Entertainment, Gambling CAMARA API Number Verification\u200bDevice IdentifierView API Descriptions Business problem being solved Prevention of fraudulent activities such a false advertising statistics. How the solution works Bot Traffic can be identified by the following characteristics (i) repetitive, high-frequency actions such as rapid page [&hellip;]<\/p>\n","protected":false},"author":31,"featured_media":0,"template":"","meta":{"image":null,"json":{"gsma_resources_type":"0","gsma_resources_thumb":"null","gsma_resources_file":"null","gsma_resources_multi":null,"gsma_resources_wgr":null,"gsma_resources_video":"","gsma_resources_image":"null","gsma_resources_url":"","gsma_resources_date":"","gsma_resources_button":""}},"tags":[201,206,205],"resource_categories":[192,133,131],"algolia_discover_type":[],"class_list":["post-42877","gsma_theme_resources","type-gsma_theme_resources","status-publish","hentry","tag-developer","tag-media-and-entertainment","tag-retail","resource_categories-device-identifier","resource_categories-number-verification","resource_categories-use-cases"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.8 (Yoast SEO v25.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Detection of Bot Traffic - Open Gateway<\/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.gsma.com\/solutions-and-impact\/gsma-open-gateway\/gsma_resources\/detection-of-bot-traffic\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Detection of Bot Traffic\" \/>\n<meta property=\"og:description\" content=\"Use Case Detection of Bot Traffic Sector Financial Services, Retail, Media and Entertainment, Gambling CAMARA API Number Verification\u200bDevice IdentifierView API Descriptions Business problem being solved Prevention of fraudulent activities such a false advertising statistics. 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