{"id":711,"date":"2024-04-20T07:54:28","date_gmt":"2024-04-20T07:54:28","guid":{"rendered":"https:\/\/xdr-mdr.lmntrix.com\/resources\/?p=711"},"modified":"2024-10-05T08:58:49","modified_gmt":"2024-10-05T08:58:49","slug":"the-future-of-machine-learning-in-cybersecurity","status":"publish","type":"post","link":"https:\/\/lmntrix.com\/resources\/the-future-of-machine-learning-in-cybersecurity\/","title":{"rendered":"The Future of Machine Learning in Cybersecurity"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"711\" class=\"elementor elementor-711\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-377239d5 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"377239d5\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;curve&quot;,&quot;shape_divider_bottom_negative&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"true\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M500,97C126.7,96.3,0.8,19.8,0,0v100l1000,0V1C1000,19.4,873.3,97.8,500,97z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6f8b773\" data-id=\"6f8b773\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b38917b aux-appear-watch-animation aux-fade-in-down-2 elementor-widget elementor-widget-aux_modern_heading\" data-id=\"b38917b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h1 class=\"aux-modern-heading-primary\">WHITE PAPER<\/h1><h3 class=\"aux-modern-heading-secondary\"><span class=\"aux-head-before\"> The Future of Machine Learning in Cybersecurity<\/span><\/h3><\/div>\n        <\/section>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-585e6c4 elementor-widget elementor-widget-aux_modern_button\" data-id=\"585e6c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"aux_modern_button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t    <div class=\"aux-modern-button-wrapper aux-modern-button-align-center\" >\n                    <a class=\"aux-modern-button aux-black aux-modern-button-md aux-modern-button-normal aux-modern-button-default aux-icon-left\" href=\"https:\/\/lmntrix.com\/resources\/\">\n                <div class=\"aux-overlay\"><\/div>\n                                    <div class=\"aux-icon \">\n                        <i aria-hidden=\"true\" class=\"auxicon2 auxicon2-arrow-chevron-fat-left\"><\/i>                    <\/div>\n                                <div class=\"aux-text\">\n<span class=\"aux-text-before\">Back to Resource center<\/span>                <\/div>\n            <\/a>\n            \n    <\/div>\n\n    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-41fabb5b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"41fabb5b\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-28109664\" data-id=\"28109664\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8ee01ea elementor-widget elementor-widget-aux_image\" data-id=\"8ee01ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-au3276a1c6\">\n    <div class=\"aux-media-hint-frame \">\n        <div class=\"aux-media-image \" >\n        \n            \n\n            \n            <img fetchpriority=\"high\" decoding=\"async\" width=\"600\" height=\"482\" src=\"https:\/\/lmntrix.com\/resources\/wp-content\/uploads\/2024\/04\/The-Future-of-Machine-Learning-in-Cybersecurity.webp\" class=\"aux-attachment aux-featured-image aux-attachment-id-712\" alt=\"The Future of Machine Learning in Cybersecurity\" data-ratio=\"1.24\" data-original-w=\"600\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c67db8 elementor-widget elementor-widget-aux_modern_button\" data-id=\"2c67db8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"aux_modern_button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t    <div class=\"aux-modern-button-wrapper aux-modern-button-align-center\" >\n                    <a class=\"aux-modern-button aux-info aux-modern-button-md aux-modern-button-curve aux-modern-button-default aux-icon-\" href=\"https:\/\/lmntrix.com\/res\/The-Future-of-Machine-Learning-in-Cybersecurity-seo.pdf\" target=\"_blank\">\n                <div class=\"aux-overlay\"><\/div>\n                                    <div class=\"aux-icon \">\n                                            <\/div>\n                                <div class=\"aux-text\">\n<span class=\"aux-text-before\">Download White Paper<\/span>                <\/div>\n            <\/a>\n            \n    <\/div>\n\n    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-1b717a7\" data-id=\"1b717a7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f1c1c2e elementor-widget elementor-widget-aux_modern_heading\" data-id=\"f1c1c2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h1 class=\"aux-modern-heading-primary\"><\/h1><div class=\"aux-modern-heading-description\"><p>While many organizations are still focused on legacy signature based perimeter controls, today\u2019s adversary and unknown malware walks out the back door with all their data. So what\u2019s the answer?<\/p><p>This white paper, \u201cThe Future of Machine Learning in Cybersecurity,\u201d explains machine learning (ML) technology in a non-technical easy to read language \u2014 what it is, how it works and why it offers better protection against the sophisticated attacks that bypass legacy security controls. At LMNTRIX we apply machine learning technology to both network packets as part of the LMNTRIX Hunt NDR solution and our endpoint as part of LMNTRIX Respond to deliver a completely signatureless next-gen AV solution. Our experts avoid technicalities to make it more easy to read by non-experts.<\/p><p><b>Download this report to learn:<\/b><\/p><\/div><\/div>\n        <\/section>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd1b214 elementor-widget elementor-widget-aux_icon_list\" data-id=\"fd1b214\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"aux_icon_list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<section class=\"widget-container aux-widget-icon-list aux-parent-au9e34ed2f\"><div class=\"widget-inner\"><div class=\"aux-widget-icon-list-inner\"><ul class=\"aux-icon-list-items aux-direction-default\"><li class=\"aux-icon-list-item aux-list-item-has-icon aux-icon-list-item-d24794f elementor-repeater-item-d24794f\"><i aria-hidden=\"true\" class=\"aux-icon-list-icon auxicon2 auxicon2-check-mark\"><\/i><span class=\"aux-icon-list-text\">What is Machine Learning<\/span><\/li><li class=\"aux-icon-list-item aux-list-item-has-icon aux-icon-list-item-7975459 elementor-repeater-item-7975459\"><i aria-hidden=\"true\" class=\"aux-icon-list-icon auxicon2 auxicon2-check-mark\"><\/i><span class=\"aux-icon-list-text\">What are the different types of Machine Learning<\/span><\/li><li class=\"aux-icon-list-item aux-list-item-has-icon aux-icon-list-item-cbd06bd elementor-repeater-item-cbd06bd\"><i aria-hidden=\"true\" class=\"aux-icon-list-icon auxicon2 auxicon2-check-mark\"><\/i><span class=\"aux-icon-list-text\">What is Deep Learning as applied to cybersecurity<\/span><\/li><li class=\"aux-icon-list-item aux-list-item-has-icon aux-icon-list-item-e70b31f elementor-repeater-item-e70b31f\"><i aria-hidden=\"true\" class=\"aux-icon-list-icon auxicon2 auxicon2-check-mark\"><\/i><span class=\"aux-icon-list-text\">Application of Machine Learning in Cybersecurity<\/span><\/li><li class=\"aux-icon-list-item aux-list-item-has-icon aux-icon-list-item-b05b54c elementor-repeater-item-b05b54c\"><i aria-hidden=\"true\" class=\"aux-icon-list-icon auxicon2 auxicon2-check-mark\"><\/i><span class=\"aux-icon-list-text\">Machine Learning Tasks in Cybersecurity<\/span><\/li><li class=\"aux-icon-list-item aux-list-item-has-icon aux-icon-list-item-5f8fbc1 elementor-repeater-item-5f8fbc1\"><i aria-hidden=\"true\" class=\"aux-icon-list-icon auxicon2 auxicon2-check-mark\"><\/i><span class=\"aux-icon-list-text\">What the Future Holds for Machine Learning and AI in Cybersecurity<\/span><\/li><\/ul><\/div><\/div><\/section><!-- widget-container -->\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>WHITE PAPER The Future of Machine Learning in Cybersecurity Back to Resource center Download White Paper While many organizations are still focused on legacy signature based perimeter controls, today\u2019s adversary and unknown malware walks out the back door with all their data. So what\u2019s the answer? This white paper, \u201cThe Future of Machine Learning in [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":712,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[13,16,12,15,11,14],"class_list":["post-711","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-white-paper","tag-paper","tag-white","tag-white-paper","tag-white-papers","tag-whitepaper","tag-whitepapers"],"_links":{"self":[{"href":"https:\/\/lmntrix.com\/resources\/wp-json\/wp\/v2\/posts\/711","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lmntrix.com\/resources\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lmntrix.com\/resources\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lmntrix.com\/resources\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/lmntrix.com\/resources\/wp-json\/wp\/v2\/comments?post=711"}],"version-history":[{"count":24,"href":"https:\/\/lmntrix.com\/resources\/wp-json\/wp\/v2\/posts\/711\/revisions"}],"predecessor-version":[{"id":1771,"href":"https:\/\/lmntrix.com\/resources\/wp-json\/wp\/v2\/posts\/711\/revisions\/1771"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lmntrix.com\/resources\/wp-json\/wp\/v2\/media\/712"}],"wp:attachment":[{"href":"https:\/\/lmntrix.com\/resources\/wp-json\/wp\/v2\/media?parent=711"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lmntrix.com\/resources\/wp-json\/wp\/v2\/categories?post=711"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lmntrix.com\/resources\/wp-json\/wp\/v2\/tags?post=711"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}