{"id":327,"date":"2022-05-04T10:39:15","date_gmt":"2022-05-04T10:39:15","guid":{"rendered":"https:\/\/www.newevol.io\/resources\/?p=327"},"modified":"2022-05-04T10:49:44","modified_gmt":"2022-05-04T10:49:44","slug":"why-ai-should-be-at-the-top-of-your-strategic-priority-list-newevol-cybersecurity-platform","status":"publish","type":"post","link":"https:\/\/www.newevol.io\/resources\/blog\/why-ai-should-be-at-the-top-of-your-strategic-priority-list-newevol-cybersecurity-platform\/","title":{"rendered":"Why AI Should be At the Top of Your Strategic Priority List?"},"content":{"rendered":"\n<p>Digital life has altered the way we live. People now rely upon code-driven systems for information and connectivity. What is more, algorithm-driven Artificial Intelligence (AI) has made navigating through digital systems easier than ever.&nbsp;<\/p>\n\n\n\n<p>For example, isn\u2019t it amazing when you type just two-three words, and most of the time, Google rightly guesses what are you trying to search?\u202f&nbsp;<\/p>\n\n\n\n<p>During the pandemic, AI helped researchers and doctors develop medical treatment and vaccination at an unprecedented speed. Even Cybersecurity Platform use algorithm-driven AI to find irregularities in the cyber system and generate alerts to trigger rapid action.\u202f&nbsp;<\/p>\n\n\n\n<p>However, using AI to make more intelligent business decisions and manage your finances makes AI a lucrative target for attackers. A study conducted by Gartner suggests that in the near future, 30% of cyberattacks will comprise AI threats like adversarial AI, data poisoning, and model theft.&nbsp;<\/p>\n\n\n\n<p>Therefore, AI implementers and chief information security officers are warned to be extra careful when using AI in business operations. In addition to that, they are often advised to install a robust <a href=\"https:\/\/newevol.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">Cybersecurity platform that can protect the company\u2019s<\/a> digital ecosystem against cyberattacks.&nbsp;<\/p>\n\n\n\n<p><strong>Let\u2019s take a look at some of the major cyber threats against AI<\/strong><\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_66_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor: pointer\">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: #0a0a0a;color:#0a0a0a\" 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: #0a0a0a;color:#0a0a0a\" 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' ><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.newevol.io\/resources\/blog\/why-ai-should-be-at-the-top-of-your-strategic-priority-list-newevol-cybersecurity-platform\/#Adversarial_AI\" title=\"Adversarial AI\">Adversarial AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.newevol.io\/resources\/blog\/why-ai-should-be-at-the-top-of-your-strategic-priority-list-newevol-cybersecurity-platform\/#Data_poisoning\" title=\"Data poisoning\">Data poisoning<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.newevol.io\/resources\/blog\/why-ai-should-be-at-the-top-of-your-strategic-priority-list-newevol-cybersecurity-platform\/#Replication_and_model_theft\" title=\"Replication and model theft\">Replication and model theft<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.newevol.io\/resources\/blog\/why-ai-should-be-at-the-top-of-your-strategic-priority-list-newevol-cybersecurity-platform\/#AI_threat_modelling\" title=\"AI threat modelling\">AI threat modelling<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.newevol.io\/resources\/blog\/why-ai-should-be-at-the-top-of-your-strategic-priority-list-newevol-cybersecurity-platform\/#What_should_the_leaders_do\" title=\"What should the leaders do?&nbsp;\">What should the leaders do?&nbsp;<\/a><\/li><\/ul><\/nav><\/div>\n<h3 class=\"has-text-color wp-block-heading\" style=\"color:#065c62\"><span class=\"ez-toc-section\" id=\"Adversarial_AI\"><\/span><strong>Adversarial AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>In this category of cyberattack, attackers inject malicious data input into the digital ecosystem to subvert AI models. Unfortunately, even AI-based security products can face this kind of attack. For example, appending a bit of code into malicious files may trick AI into thinking that harmful files are actually clean.\u202f&nbsp;<\/p>\n\n\n\n<p>Cyber system defenders must be wary that AI models generally interact with data, even through voice assistants like SIRI or Alexa. Attackers can target these interactions. Researchers are working towards developing in-built defences in AI models.&nbsp;<\/p>\n\n\n\n<h3 class=\"has-text-color wp-block-heading\" style=\"color:#065c62\"><span class=\"ez-toc-section\" id=\"Data_poisoning\"><\/span><strong>Data poisoning<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Data poisoning is often confused with adversarial AI. However, both are different. Unlike adversarial AI, data poisoning completely alters how the AI model works. As a result, attackers can manipulate data based on access to the underlying model and training data.\u202f&nbsp;<\/p>\n\n\n\n<p>AI data poisoning can lead to serious business malfunction in several ways. For example, imagine what might happen if a data poisoning attack is launched against AI-based supply chain analysis. The products might get delivered to the wrong addresses, and several more complications can be created.\u202f&nbsp;<\/p>\n\n\n\n<h3 class=\"has-text-color wp-block-heading\" style=\"color:#065c62\"><span class=\"ez-toc-section\" id=\"Replication_and_model_theft\"><\/span><strong>Replication and model theft<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Reverse engineering is one of the biggest risks posed to AI-based systems. Attackers may use replication and model theft to leak information or extract sensitive data from the system.\u202f&nbsp;<\/p>\n\n\n\n<p>Cyber security teams must see if AI-model\u2019s synthesized dataset can be produced or not. If the answer is yes, they should be extra vigilant. Attackers might alter a small part of it or steal the entire model.&nbsp;<\/p>\n\n\n\n<h3 class=\"has-text-color wp-block-heading\" style=\"color:#065c62\"><span class=\"ez-toc-section\" id=\"AI_threat_modelling\"><\/span><strong>AI threat modelling<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Just like other fields of technology, a lot of research has been conducted in adversarial training, AI threat modelling and AI risk assessment. Software companies are now launching tools to help developers defend AI and machine learning systems.\u202f&nbsp;<\/p>\n\n\n\n<p><a href=\"https:\/\/www.newevol.io\/resources\/blog\/newevols-powerful-combination-of-cybersecurity-data-analytics\/\" target=\"_blank\" rel=\"noreferrer noopener\">NewEvol- Cybersecurity Platform <\/a>is one such powerful tool to defend against cyberattacks. It is built on the MITRE framework.\u202f&nbsp;<\/p>\n\n\n\n<p>It has been observed that the companies do not have a sufficient understanding of cyberattacks that may disrupt hyperconnected digital systems even through AI and ML. Therefore, it is time that the companies start performing risk assessments and develop foolproof AI models.\u202f&nbsp;<\/p>\n\n\n\n<h2 class=\"has-text-color wp-block-heading\" style=\"color:#065c62\"><span class=\"ez-toc-section\" id=\"What_should_the_leaders_do\"><\/span><strong>What should the leaders do?<\/strong>&nbsp;<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>They should implement industry best practices to scrutinize AI systems and fulfil the IT security needs of the company<\/li><li>They should protect AI models like valuable assets<\/li><li>At all costs, careless AI administration should be avoided<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Digital life has altered the way we live. People now rely upon code-driven systems for information and connectivity. What is more, algorithm-driven Artificial Intelligence (AI) has made navigating through digital systems easier than ever.&nbsp; For example, isn\u2019t it amazing when you type just two-three words, and most of the time, Google rightly guesses what are&hellip; <a class=\"more-link\" href=\"https:\/\/www.newevol.io\/resources\/blog\/why-ai-should-be-at-the-top-of-your-strategic-priority-list-newevol-cybersecurity-platform\/\">Continue reading <span class=\"screen-reader-text\">Why AI Should be At the Top of Your Strategic Priority List?<\/span><\/a><\/p>\n","protected":false},"author":6,"featured_media":330,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[60,46,59,56],"class_list":["post-327","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-ai-solutions","tag-cybersecurity-platform","tag-data-security-platfrom","tag-newevol-platform","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.6 - 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