{"id":8039,"date":"2018-04-22T00:47:42","date_gmt":"2018-04-21T19:17:42","guid":{"rendered":"http:\/\/www.allerin.com\/blog\/?p=8039"},"modified":"2018-04-16T20:45:26","modified_gmt":"2018-04-16T15:15:26","slug":"think-cybersecurity-think-machine-learning","status":"publish","type":"post","link":"https:\/\/www.allerin.com\/blog\/think-cybersecurity-think-machine-learning\/","title":{"rendered":"Think Cybersecurity? Think Machine Learning!"},"content":{"rendered":"<p><a href=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2018\/04\/Think-Cybersecurity-Think-Machine-Learning-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-8307\" src=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2018\/04\/Think-Cybersecurity-Think-Machine-Learning-1.png\" alt=\"\" width=\"770\" height=\"513\" srcset=\"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2018\/04\/Think-Cybersecurity-Think-Machine-Learning-1.png 770w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2018\/04\/Think-Cybersecurity-Think-Machine-Learning-1-300x200.png 300w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2018\/04\/Think-Cybersecurity-Think-Machine-Learning-1-768x512.png 768w\" sizes=\"auto, (max-width: 770px) 100vw, 770px\" \/><\/a><\/p>\n<p>Organizations generate and collect a large volume of data- structured and unstructured- to improve their services. However, the disorganized data is left unused due to lack of advanced technologies. The unstructured data may or may not contain sensitive information. Hence there is a need to secure all the collected digital assets. There is always a risk of hackers waiting for an opportunity to hack the system and steal the classified information. According to <a href=\"https:\/\/securityintelligence.com\/20-eye-opening-cybercrime-statistics\/\">Security Intelligence report<\/a>, \u201cthe global cost of cybercrime will reach $2 trillion by 2019, a threefold increase from the 2015 estimate of $500 billion.\u201d This states the rate at which the hackers are hacking the system. This generated a need for advanced technologies that could assist organizations to secure their data efficiently. Even though analysts work on cybercrimes, there is a need for machines that can act smarter and help analysts to handle systems accurately. One such technology is machine learning. Machine learning for cybersecurity could prove beneficial to industries in securing their data.<\/p>\n<p><a href=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2018\/04\/Think-Cybersecurity-Think-Machine-Learning-2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-8412\" src=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2018\/04\/Think-Cybersecurity-Think-Machine-Learning-2.png\" alt=\"\" width=\"892\" height=\"301\" srcset=\"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2018\/04\/Think-Cybersecurity-Think-Machine-Learning-2.png 892w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2018\/04\/Think-Cybersecurity-Think-Machine-Learning-2-300x101.png 300w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2018\/04\/Think-Cybersecurity-Think-Machine-Learning-2-768x259.png 768w\" sizes=\"auto, (max-width: 892px) 100vw, 892px\" \/><\/a><\/p>\n<h1><strong>The need for machine learning <\/strong><\/h1>\n<p>Organizations, of course, hire analysts who can work to detect any malicious activities in their network. Since bad guys from behind the scenes are waiting for right opportunity to dirty the system by using new technologies, companies must understand benefits that machine learning offer and implement them in their respective sectors. The traditional <a href=\"https:\/\/ics-cert.us-cert.gov\/sites\/default\/files\/documents\/10_Basic_Cybersecurity_Measures-WaterISAC_June2015_S508C.pdf\">cybersecurity methods<\/a> and analysts fail to address the following problems:<\/p>\n<ul>\n<li>As a large volume of data pours into organizations, it becomes tedious for analysts to analyze and determine where precisely the malware has been injected.<\/li>\n<li>The second concern is an unqualified analyst who is unaware of the what and how of entire network security processes.<\/li>\n<li>The third issue is even if malware is detected in a network, the further processes, such as communicating with administrators takes enormous time. It is typically a slow process.<\/li>\n<\/ul>\n<p>All of these reasons generated the need for more advanced and capable technologies that could assist analyst to detect malware and secure their systems.<\/p>\n<h1><strong>Machine learning for cybersecurity <\/strong><\/h1>\n<p>Let us first understand what is machine learning before we move on to how it can benefit cybersecurity. Machine learning is a type of AI, which gathers large chunks of data and trains machines to \u00a0make devices act smarter and as intelligent as humans. Here are ways how machine learning can help organizations for cybersecurity.<\/p>\n<ul>\n<li>Machine learning has a fantastic feature, called predictive analysis, which can predict the future outcomes of any system. Based on the datasets, machine learning can predict where, how, and when a hacker will place a malware. This can be a warning sign to analyst and alert them to be ready for any unwanted kinds of stuff happen.<\/li>\n<li>Even if hackers hack the system, machine learning will collect the experience as datasets and train systems to detect similar malicious activity in future.<\/li>\n<li>The issue of discovering where hackers have placed the malware is solved with machine learning. Machine learning can search the entire system and the network and find the malware in no time.<\/li>\n<li>Another fantastic feature machine learning exhibits are \u2018recommending.\u2019 Similar to a YouTube\u2019s recommendation for videos, machine learning can recommend analyst with actions that could be useful for securing their system. Machine learning algorithms find patterns in data and gain insights about it, once networks are trained with datasets.<\/li>\n<\/ul>\n<p>Now that the idea behind implementing <a href=\"https:\/\/www.allerin.com\/blog\/machine-learning-and-ai-play-a-crucial-role-in-cyber-security\">machine learning for cybersecurity<\/a> is before you, you must apply this technique in your business to overcome challenges faced by traditional security methods. Machine learning technology does not aim at replacing analysts, instead serves as a platform to secure all digital assets efficiently.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Organizations generate and collect a large volume of data- structured and unstructured- to improve their services. However, the disorganized data is left unused due to lack of advanced technologies. The&#8230;<\/p>\n","protected":false},"author":1,"featured_media":8307,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[5,3],"tags":[616],"class_list":["post-8039","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-technology","tag-machine-learning-for-cybersecurity"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.5 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Think Cybersecurity? Think Machine Learning! | Artificial Intelligence |<\/title>\n<meta name=\"description\" content=\"Due to the growing risk of hackers, companies need advanced technology for cybersecurity. Now, machine learning for cybersecurity could help companies to secure all digital assets efficiently.\" \/>\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.allerin.com\/blog\/think-cybersecurity-think-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Think Cybersecurity? Think Machine Learning!\" \/>\n<meta property=\"og:description\" content=\"Organizations generate and collect a large volume of data- structured and unstructured- to improve their services. However, the disorganized data is left\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.allerin.com\/blog\/think-cybersecurity-think-machine-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"Artificial Intelligence, ROBOTICS, AUTOMATION\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/allerintech\" \/>\n<meta property=\"article:published_time\" content=\"2018-04-21T19:17:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2018\/04\/Think-Cybersecurity-Think-Machine-Learning-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"770\" \/>\n\t<meta property=\"og:image:height\" content=\"513\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Naveen Joshi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@joshinav\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Naveen Joshi\" \/>\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:\\\/\\\/www.allerin.com\\\/blog\\\/think-cybersecurity-think-machine-learning\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/think-cybersecurity-think-machine-learning\\\/\"},\"author\":{\"name\":\"Naveen Joshi\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#\\\/schema\\\/person\\\/d01e43be365179dae3ff572b2007c64e\"},\"headline\":\"Think Cybersecurity? 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