{"id":16767,"date":"2021-06-10T08:33:09","date_gmt":"2021-06-10T08:33:09","guid":{"rendered":"https:\/\/informnapalm.org\/en\/?p=16767"},"modified":"2021-06-10T09:28:40","modified_gmt":"2021-06-10T09:28:40","slug":"president-zelensky-prolongs-sanctions-against-yandex-the-company-names-its-neural-network-zeliboba","status":"publish","type":"post","link":"https:\/\/informnapalm.org\/en\/president-zelensky-prolongs-sanctions-against-yandex-the-company-names-its-neural-network-zeliboba\/","title":{"rendered":"President Zelensky Prolongs Sanctions Against Yandex. The Company Names Its Neural Network \u201cZeliboba\u201d"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">On May 21, 2021, the President of Ukraine Volodymyr Zelensky implemented a National Security and Defense Council of Ukraine (NSDC) decision on sanctions against 138 companies that had been adopted on May 14. The sanction list once again includes a Russian IT company Yandex and Russian media and TV channels.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The volunteers of the international community InformNapalm noticed that two weeks later, on June 4, <a href=\"https:\/\/archive.is\/976hc\">Russian media published<\/a> reports about the new text generating neural network introduced by Yandex. The network was named \u201cZeliboba\u201d (a derogatory nickname of Zelensky). Two hours after the release the developers removed public access to the service saying that it had been released prematurely. It seemed as if the Russian IT corporation did this just to poke fun at the Ukrainian president.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">However, the danger of this network is not in this teasing but in its ability to give new powers to Russian troll farms and help in spreading Russian fake news. The neural network is already capable of choosing the next word in a sentence and creating short texts based on just a few words entered by the user. The language model that constitutes the basis of &#8220;Zeliboba&#8221; includes several terabytes of Russian-language texts, including the Russian-language Wikipedia, news articles, and social media posts.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Some examples of the neural network producing full sentences from seed words have been published on the Internet:<\/span><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/informnapalm.org\/ua\/wp-content\/uploads\/sites\/9\/2021\/06\/1.jpg\" \/><\/p>\n<p><span style=\"font-weight: 400;\">As we wrote earlier, the sanctions against Yandex were first imposed on May 16, 2017 by President Petro Poroshenko. They were based on a decision by the NSDC and were implemented for three years. That decision resulted from the <a href=\"https:\/\/informnapalm.org\/36941-yandeks-vk-sotsseti\/\" target=\"_blank\" rel=\"noopener noreferrer\">efforts of civic activists<\/a>, who demanded sanctions against Yandex and Russian social networks for the threats they presented to the Ukrainian national security. A year later, InformNapalm <a href=\"https:\/\/informnapalm.org\/en\/one-year-of-ukrainian-sanctions-against-russian-social-networks-and-yandex-interim-results\/\" target=\"_blank\" rel=\"noopener noreferrer\">published some preliminary conclusions and analyzed<\/a> outcomes\u00a0 of those sanctions.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">A New Technology of Neural Networks and Its Side Effects<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The technologies capable of generating a text based on a context have been tested before. In 2017, Google researchers developed a neural network architecture called Transformer. The Transformer architecture is best known by the GPT family of neural networks that were developed by OpenAI. In 2019, OpenAI created the GPT-2 algorithm capable of generating high quality meaningful texts from just a few suggestions. The developers tested the neural network and realized that it could generate large volumes of trustworthy fake news.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Apparently, Russian developers decided to use this experience. The Russian neural network by Yandex could potentially be used in information warfare. In particular, it could reinforce troll farms, allowing them to scale up their activity by auto-generating fake news.<\/span><\/p>\n<h5><a href=\"https:\/\/informnapalm.org\/ua\/wp-content\/uploads\/sites\/9\/2020\/10\/%D1%81%D1%81.jpg\" data-fancybox=\"1\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-24479 alignleft ls-is-cached lazyloaded\" src=\"https:\/\/informnapalm.org\/ua\/wp-content\/uploads\/sites\/9\/2020\/10\/%D1%81%D1%81.jpg\" alt=\"\" width=\"113\" height=\"56\" data-src=\"https:\/\/informnapalm.org\/ua\/wp-content\/uploads\/sites\/9\/2020\/10\/\u0441\u0441.jpg\" \/><\/a>By\u00a0<strong>Mykhailo Makaruk <\/strong>specially for InformNapalm. Translated by<strong> Maksym Sviezhentsev,<\/strong> edited by <strong>Max Alginin<\/strong>. Distribution and reprint with reference to the source is welcome! (Creative Commons \u2014 Attribution 4.0 International \u2014 CC BY 4.0)<br \/>\nInformNapalm social media pages:\u00a0<a href=\"https:\/\/www.facebook.com\/informnapalm24\">Facebook<\/a>\u00a0\/\u00a0<a href=\"https:\/\/twitter.com\/InformNapalm\">\u0422witter<\/a>\u00a0\/\u00a0<a href=\"https:\/\/t.me\/informnapalm\">Telegram.<\/a><\/h5>\n<hr \/>\n<h5><a href=\"https:\/\/informnapalm.org\/ua\/about-us\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignleft ls-is-cached lazyloaded\" src=\"https:\/\/informnapalm.org\/ua\/wp-content\/uploads\/sites\/9\/2016\/01\/InformNapalm_logo_07.png\" width=\"108\" height=\"51\" data-src=\"https:\/\/informnapalm.org\/ua\/wp-content\/uploads\/sites\/9\/2016\/01\/InformNapalm_logo_07.png\" \/><\/strong><\/a><a href=\"http:\/\/informnapalm.rocks\/\" target=\"_blank\" rel=\"noopener noreferrer\">InformNapalm<\/a>\u00a0does not receive any financial support from any country\u2019s government or large donors. InformNapalm.org website is supported solely by the community volunteers and our readers. You can also volunteer or support the development of the unique volunteer intelligence resource InformNapalm with your donations\u00a0<a href=\"https:\/\/www.patreon.com\/informnapalm\" target=\"_blank\" rel=\"noopener noreferrer\">through Patreon<\/a>.<\/h5>\n","protected":false},"excerpt":{"rendered":"<p>On May 21, 2021, the President of Ukraine Volodymyr Zelensky implemented a National Security and Defense Council&#8230;<\/p>\n","protected":false},"author":106,"featured_media":16769,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[528,532],"tags":[1019],"class_list":["post-16767","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-world","tag-yandex"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>President Zelensky Prolongs Sanctions Against Yandex. The Company Names Its Neural Network \u201cZeliboba\u201d - InformNapalm.org (English)<\/title>\n<meta name=\"description\" content=\"Ukraine implemented a NSDC decision on sanctions against 138 companies. The sanction list once again includes a Russian IT company Yandex and Russian media and TV channels.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/informnapalm.org\/en\/president-zelensky-prolongs-sanctions-against-yandex-the-company-names-its-neural-network-zeliboba\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"President Zelensky Prolongs Sanctions Against Yandex. 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The sanction list once again includes a Russian IT company Yandex and Russian media and TV channels.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/informnapalm.org\/en\/president-zelensky-prolongs-sanctions-against-yandex-the-company-names-its-neural-network-zeliboba\/\" \/>\n<meta property=\"og:site_name\" content=\"InformNapalm.org (English)\" \/>\n<meta property=\"article:published_time\" content=\"2021-06-10T08:33:09+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-06-10T09:28:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/informnapalm.org\/en\/wp-content\/uploads\/sites\/14\/2021\/06\/zeyan.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"642\" \/>\n\t<meta property=\"og:image:height\" content=\"336\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"vasgri\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"vasgri\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/informnapalm.org\/en\/president-zelensky-prolongs-sanctions-against-yandex-the-company-names-its-neural-network-zeliboba\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/informnapalm.org\/en\/president-zelensky-prolongs-sanctions-against-yandex-the-company-names-its-neural-network-zeliboba\/\"},\"author\":{\"name\":\"vasgri\",\"@id\":\"https:\/\/informnapalm.org\/en\/#\/schema\/person\/d9ac22904157eeb67f0b60921e87d8bf\"},\"headline\":\"President Zelensky Prolongs Sanctions Against Yandex. 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The sanction list once again includes a Russian IT company Yandex and Russian media and TV channels.<\/span>\r\n\r\n<span style=\"font-weight: 400;\">The volunteers of the international community InformNapalm noticed that two weeks later, on June 4, <a href=\"https:\/\/archive.is\/976hc\">Russian media published<\/a> reports about the new text generating neural network introduced by Yandex. The network was named \u201cZeliboba\u201d (a derogatory nickname of Zelensky). Two hours after the release the developers removed public access to the service saying that it had been released prematurely. It seemed as if the Russian IT corporation did this just to poke fun at the Ukrainian president.\u00a0<\/span>\r\n\r\n<span style=\"font-weight: 400;\">However, the danger of this network is not in this teasing but in its ability to give new powers to Russian troll farms and help in spreading Russian fake news. The neural network is already capable of choosing the next word in a sentence and creating short texts based on just a few words entered by the user. The language model that constitutes the basis of \"Zeliboba\" includes several terabytes of Russian-language texts, including the Russian-language Wikipedia, news articles, and social media posts.<\/span>\r\n\r\n<span style=\"font-weight: 400;\">Some examples of the neural network producing full sentences from seed words have been published on the Internet:<\/span>\r\n\r\n<img src=\"https:\/\/informnapalm.org\/ua\/wp-content\/uploads\/sites\/9\/2021\/06\/1.jpg\" \/>\r\n\r\n<span style=\"font-weight: 400;\">As we wrote earlier, the sanctions against Yandex were first imposed on May 16, 2017 by President Petro Poroshenko. They were based on a decision by the NSDC and were implemented for three years. That decision resulted from the <a href=\"https:\/\/informnapalm.org\/36941-yandeks-vk-sotsseti\/\" target=\"_blank\" rel=\"noopener noreferrer\">efforts of civic activists<\/a>, who demanded sanctions against Yandex and Russian social networks for the threats they presented to the Ukrainian national security. A year later, InformNapalm <a href=\"https:\/\/informnapalm.org\/en\/one-year-of-ukrainian-sanctions-against-russian-social-networks-and-yandex-interim-results\/\" target=\"_blank\" rel=\"noopener noreferrer\">published some preliminary conclusions and analyzed<\/a> outcomes\u00a0 of those sanctions.<\/span>\r\n<h2><span style=\"font-weight: 400;\">A New Technology of Neural Networks and Its Side Effects<\/span><\/h2>\r\n<span style=\"font-weight: 400;\">The technologies capable of generating a text based on a context have been tested before. In 2017, Google researchers developed a neural network architecture called Transformer. The Transformer architecture is best known by the GPT family of neural networks that were developed by OpenAI. In 2019, OpenAI created the GPT-2 algorithm capable of generating high quality meaningful texts from just a few suggestions. The developers tested the neural network and realized that it could generate large volumes of trustworthy fake news.\u00a0<\/span>\r\n\r\n<span style=\"font-weight: 400;\">Apparently, Russian developers decided to use this experience. The Russian neural network by Yandex could potentially be used in information warfare. In particular, it could reinforce troll farms, allowing them to scale up their activity by auto-generating fake news.<\/span>\r\n<h5><a href=\"https:\/\/informnapalm.org\/ua\/wp-content\/uploads\/sites\/9\/2020\/10\/%D1%81%D1%81.jpg\" data-fancybox=\"1\"><img class=\"wp-image-24479 alignleft ls-is-cached lazyloaded\" src=\"https:\/\/informnapalm.org\/ua\/wp-content\/uploads\/sites\/9\/2020\/10\/%D1%81%D1%81.jpg\" alt=\"\" width=\"113\" height=\"56\" data-src=\"https:\/\/informnapalm.org\/ua\/wp-content\/uploads\/sites\/9\/2020\/10\/\u0441\u0441.jpg\" \/><\/a>By\u00a0<strong>Mykhailo Makaruk <\/strong>specially for InformNapalm. Translated by<strong> Maksym Sviezhentsev,<\/strong> edited by <strong>Max Alginin<\/strong>. Distribution and reprint with reference to the source is welcome! 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