{"id":6756,"date":"2022-01-14T11:35:50","date_gmt":"2022-01-14T06:05:50","guid":{"rendered":"https:\/\/www.kratikal.com\/blog\/?p=6756"},"modified":"2024-08-23T14:20:13","modified_gmt":"2024-08-23T08:50:13","slug":"ransomware-detection-through-threat-hunting","status":"publish","type":"post","link":"https:\/\/threatcop.com\/blog\/ransomware-detection-through-threat-hunting\/","title":{"rendered":"Ransomware Detection Through Threat Hunting"},"content":{"rendered":"<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"font-weight: 400;\">Ransomware is the most destructive kind of cyber attack due to the massive financial losses it inflicts on organisations worldwide. According to IBM, on average, <\/span><b>it takes <\/b><\/span><a href=\"https:\/\/www.techtarget.com\/searchsecurity\/ehandbook\/Security-observability-tools-step-up-threat-detection-response\" target=\"_blank\" rel=\"noopener noreferrer\"><b><span style=\"color: #ff6600;\"><span style=\"text-decoration: underline;\"><span style=\"color: #183994; text-decoration: underline;\">280 days to detect<\/span><\/span><\/span><\/b><\/a><span style=\"color: #000000;\"><b> any threats in the system<\/b><span style=\"font-weight: 400;\">. For this reason, experts have always advocated that threat hunting-led ransomware detection and prevention must be rigorously and actively carried out.<\/span><\/span><\/p><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_86 ez-toc-wrap-center counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">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: #414141;color:#414141\" 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: #414141;color:#414141\" 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 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/threatcop.com\/blog\/ransomware-detection-through-threat-hunting\/#What_is_Threat_Hunting\" >What is Threat Hunting?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/threatcop.com\/blog\/ransomware-detection-through-threat-hunting\/#What_is_Ransomware_Detection\" >What is Ransomware Detection?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/threatcop.com\/blog\/ransomware-detection-through-threat-hunting\/#Relevance_of_Ranomware_Detection_in_Threat_Hunting\" >Relevance of Ranomware Detection in Threat Hunting<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/threatcop.com\/blog\/ransomware-detection-through-threat-hunting\/#Book_a_Free_Demo_Call_with_Our_Expert\" >Book a Free Demo Call with Our Expert<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/threatcop.com\/blog\/ransomware-detection-through-threat-hunting\/#How_is_Ransomware_Threat_Hunting_Done\" >How is Ransomware Threat Hunting Done?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/threatcop.com\/blog\/ransomware-detection-through-threat-hunting\/#Techniques_of_Ransomware_Detection_through_Threat_Hunting\" >Techniques of Ransomware Detection through Threat Hunting<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/threatcop.com\/blog\/ransomware-detection-through-threat-hunting\/#Signature-based_Ransomware_Detection\" >Signature-based Ransomware Detection<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/threatcop.com\/blog\/ransomware-detection-through-threat-hunting\/#Behaviour-based_Detection_Method\" >Behaviour-based Detection Method<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/threatcop.com\/blog\/ransomware-detection-through-threat-hunting\/#Deception-based_Detection\" >Deception-based Detection<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/threatcop.com\/blog\/ransomware-detection-through-threat-hunting\/#%E2%80%98Proactive_is_the_Key_to_Detection_and_Hunting\" >\u2018Proactive\u2019 is the Key to Detection and Hunting<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n\n\n<style type=\"text\/css\">\n      @media print, screen and (max-width: 63.99875em){\n      .tnp-submit\n      width: 48%;\n      }\n      .wp-block-tnp-minimal{\n      padding: 20px;\n      }\n      .blog_para\n      margin-top: 4px !important;\n      line-height: 25px !important;\n      font-size: 15px !important;\n      }\n\n      }\n      .blog_para{\n      font-family: jost,sans-serif;\n      margin-top: 14px;\n      margin-bottom: 30px;\n      color: #fff;\n      font-size: 15px !important;\n      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method=\"get\" target=\"_blank\">\n<div class=\"tnp-submit\">\n                  <a class=\"libutton\" href=\"https:\/\/www.linkedin.com\/build-relation\/newsletter-follow?entityUrn=7062043746430783488\" target=\"_blank\" rel=\"noopener\">Subscribe<\/a><\/div>\n<\/form><\/div>\n<\/div>\n<\/div>\n<div class=\"colRight\">\n<div>\n<div class=\"tnp tnp-subscription-minimal \">\n            <img decoding=\"async\" src=\"https:\/\/awareness.threatcop.ai\/marketing\/newsletter-icon.webp\" class=\"img-fluid\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">It is very important to employ threat hunting tools to detect any cyber attacks that may take place in your organization. Most of the security agencies such as the FBI (Federal Bureau of Investigation), NSA (National Security Agency) and CISA (Cybersecurity Infrastructure Security Agency) emphasize the need for organisations to incorporate proactive threat hunting in their cybersecurity framework.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_is_Threat_Hunting\"><\/span><strong><span style=\"color: #000000;\">What is Threat Hunting?<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\">Threat hunting refers to the process of proactive analysis to identify cyber threats that might be sneaking around an organization\u2019s infrastructure. The procedure of threat hunting involves deep analysis and monitoring of all the devices and data on the network and seeking malicious actors who might have broken primary security defences.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\">Threat hunting is becoming a part of a crucial strategy to strengthen the defence of an organization. Cybercriminals persistently attempt to evade being detected while exploiting unauthorized access to an organization\u2019s infrastructure. Thus, threat hunting provides a comprehensive set of tools and services to strengthen the cybersecurity of an organization.<\/span><\/p>\n<figure id=\"attachment_10655\" aria-describedby=\"caption-attachment-10655\" style=\"width: 604px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\" wp-image-10655\" src=\"https:\/\/threatcop.com\/blog\/wp-content\/uploads\/2022\/01\/Ransomware-Detection-1024x641-1.jpg\" alt=\"Source: Duke Today\" width=\"604\" height=\"378\" \/><figcaption id=\"caption-attachment-10655\" class=\"wp-caption-text\"><span style=\"color: #000000;\">Source: Duke Today<\/span><\/figcaption><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"What_is_Ransomware_Detection\"><\/span><strong><span style=\"color: #000000;\">What is Ransomware Detection?<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"font-weight: 400;\">Ransomware has an immensely adverse impact on the finance and reputation of the victim company. In these attacks, cybercriminals hold massive amounts of sensitive data hostage and ask for huge ransoms in return for keeping the data private and giving it back. Many <\/span><span style=\"color: #ff6600;\"><a style=\"color: #ff6600;\" href=\"https:\/\/www.kratikal.com\/blog\/5-deadliest-ransomware-gangs-terrorizing-organizations-worldwide\/\" rel=\"noopener noreferrer\"><b><span style=\"color: #183994;\">ransomware gangs<\/span><\/b><\/a><\/span><span style=\"font-weight: 400;\"> have gained popularity for launching devastating ransomware attacks on organizations globally. <\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">The significance of ransomware detection is to implement tools and services that could identify potential threats to an organization. Further when an attack occurs, the necessary procedure is carried out to retrieve the lost data without paying a ransom. Another important element that is considered while ransomware detection is malware detection because it is the primary attack vector for ransomware attacks.<\/span><\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"906\" height=\"366\" src=\"https:\/\/threatcop.com\/blog\/wp-content\/uploads\/2024\/01\/threat-hunting-loop.png\" alt=\"\" class=\"wp-image-10657\"\/><figcaption class=\"wp-element-caption\">Source: Ransomware.org<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Relevance_of_Ranomware_Detection_in_Threat_Hunting\"><\/span><strong>Relevance of Ranomware Detection in Threat Hunting<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span style=\"font-weight: 400;\">The procedure of proactively detecting malware and preventing it from entering an organization\u2019s network is one of the prime applications of threat hunting. <\/span><span style=\"color: #183994;\"><a style=\"color: #183994;\" href=\"https:\/\/www.kratikal.com\/blog\/ransomware-is-the-new-age-atomic-bomb\/\" rel=\"noopener noreferrer\"><b><span style=\"text-decoration: underline;\">Ransomware<\/span><\/b><\/a><\/span><span style=\"font-weight: 400;\"> attacks are highly disruptive as they bypass security systems at all levels to reach confidential databases. Thus, threat hunting uses the techniques of ransomware detection to prevent these attacks from happening in the first place.&nbsp;<\/span><\/p>\n\n\n\n<meta charset=\"UTF-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n<title>Threatcop \u2013 Book a Free Demo<\/title>\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Outfit:wght@300;400;500;600;700&#038;display=swap\" rel=\"stylesheet\">\n<style>\n  .tc-wrap , .tc-wrap ::before, .tc-wrap ::after { box-sizing: border-box; margin: 0; padding: 0; }\n  .tc-wrap { font-family: 'Outfit', sans-serif; width: 100%; display: flex; justify-content: center; padding: 20px 10px; }\n  .tc-card { width: 100%; max-width: 820px; background: #fff; border-radius: 20px; overflow: hidden; box-shadow: 0 20px 60px rgba(24,57,148,0.13), 0 4px 16px rgba(24,57,148,0.07); display: flex; flex-direction: row; }\n  .tc-left { background: linear-gradient(160deg, #1e44b0 0%, #183994 40%, #0e2570 100%); width: 320px; flex-shrink: 0; 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never shared with third parties\n        <\/div>\n      <\/form>\n    <\/div>\n  <\/div>\n<\/div>\n<script>document.getElementById('tc-page-source').value = window.location.href;<\/script>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_is_Ransomware_Threat_Hunting_Done\"><\/span><strong>How is Ransomware Threat Hunting Done?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span style=\"font-weight: 400;\">Ransomware detection is carried out comprehensively through threat hunting. The historical data of attacks is present in the form of threat intelligence. Thus, threat intelligence helps in developing tools that have some parametric attributes such as deep feature extractor, multi-class classifier, etc. These attributes are used to set out a procedure of threat hunting for ransomware detection.&nbsp;<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span style=\"font-weight: 400;\">In addition, threat intelligence is also used to develop hypotheses, which helps in predicting threats. Thus, a defence mechanism is integrated in the cyber security infrastructure to detect malware that could lead to a ransomware attack. There is some specific set of methodologies for ransomware detection, which are built upon the concept of threat hunting.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Techniques_of_Ransomware_Detection_through_Threat_Hunting\"><\/span><strong>Techniques of Ransomware Detection through Threat Hunting<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"648\" height=\"486\" src=\"https:\/\/threatcop.com\/blog\/wp-content\/uploads\/2022\/01\/A-classification-of-malware-detection-techniques.png\" alt=\"A classification of malware detection techniques\" class=\"wp-image-10658\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span style=\"font-weight: 400;\">Threat hunting is a continuous process of looking for threats and the collected information is incorporated into the existing security frameworks. Ransomware threat hunting involves a mixed process of malware analysis and automation. Cybercriminals often hide their attack scripts in the malware software. There is a categorical umbrella of techniques that are used for ransomware\/malware detection. The three types of detection techniques are :<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Signature-based_Ransomware_Detection\"><\/span><strong>Signature-based Ransomware Detection<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span style=\"font-weight: 400;\">In this threat hunting procedure, the hash value of ransomware samples is compared with known signatures. This provides a quick and static analysis of the system. It is the first level of defence.&nbsp;<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Behaviour-based_Detection_Method\"><\/span><strong>Behaviour-based Detection Method<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span style=\"font-weight: 400;\">Behavioral understanding of attackers is important to develop hypotheses. In this method, historical data and attack vectors are recorded to provide information on the Indicators of Compromise (IOCs). This method compares IOCs to the average behavioural baseline. There are three major methods for comparing the detected behaviour with baseline.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>Traffic Analysis: <\/b><span style=\"font-weight: 400;\">The threat hunters examine the traffic of the network and its connections. The volume of data transmission and its sources are also analysed. They try to identify off-site servers and ransomware decryption keys. This method requires immense time for analysis and it can sometimes yield false positives.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>File System Changes: <\/b><span style=\"font-weight: 400;\">This method is useful to detect abnormal file executions and multiple renaming. When there is a surge in multiple executions in a day, it is a cause for alarm. Files containing ransomware scripts can stay in the system for a long period without being executed. Threat hunters look for the creation of a file that has larger entropy than the original file. They also observe the enumeration and encryption of such files.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>API Calls: <\/b><span style=\"font-weight: 400;\">This method requires examination of the API calls. This means that it checks the commands that are being executed by the files.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Deception-based_Detection\"><\/span><strong>Deception-based Detection<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span style=\"font-weight: 400;\">This technique is based on tricking and baiting attackers. This is carried out using a false server or file repository which is not normally used by users. <\/span><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/media.giphy.com\/media\/UW8Mnpe8Cniw7cLtCu\/giphy.gif\" alt=\"we are looking for you gif\"\/><figcaption class=\"wp-element-caption\">(Source: Giphy)<\/figcaption><\/figure>\n<\/div>\n\n<p>\n\n\n<\/p>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E2%80%98Proactive_is_the_Key_to_Detection_and_Hunting\"><\/span><strong>\u2018Proactive\u2019 is the Key to Detection and Hunting<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\">Threat hunting and ransomware detection are part of an essential proactive defence strategy. It means an organization can be defended against every kind of attack. The crucial element of defence is comprehending all the possibilities of attack and developing a defence mechanism. There are two fundamental points of contact for landing any cyber attack. One is a machine and the second is human.\u00a0<\/p>\n<p>\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\">Machines can be defended using firewalls, antivirus, antimalware, email gateways, etc. but humans are the leading cause of cyber attacks. About <b>96% of all cyber attacks are caused by human negligence<\/b>. To ensure threat hunting and ransomware detection, every organization should carry out Vulnerability Assessment and Penetration Testing (<span style=\"color: #183994;\"><a style=\"color: #183994;\" href=\"https:\/\/kratikal.com\/vapt-services\" rel=\"noopener noreferrer\"><strong>VAPT<\/strong><\/a><\/span>) to identify all the vulnerabilities and loopholes within the organization\u2019s cyber infrastructure.\u00a0 They must empower and educate their employees to become proactive and prevent phishing, smishing, vishing, etc. using security awareness training (<span style=\"color: #183994;\"><strong><a style=\"color: #183994;\" href=\"https:\/\/threatcop.com\" rel=\"noopener noreferrer\">ThreatCop<\/a><\/strong><\/span>) and threat phishing incident response (<span style=\"color: #183994;\"><strong><a style=\"color: #183994;\" href=\"https:\/\/threatcop.com\/threatcop-phishing-incident-response\">TPIR<\/a><\/strong><\/span>). Cybersecurity is the domain of information technology that is meant to secure digital infrastructure and safeguard the cyber world.<\/p>\n<p>\n\n\n<\/p>\n\n","protected":false},"excerpt":{"rendered":"<p>Ransomware is the most destructive kind of cyber attack due to the massive financial losses it inflicts on organisations worldwide. According to IBM, on average, it takes 280 days to detect any threats in the system. For this reason, experts have always advocated that threat hunting-led ransomware detection and prevention must be rigorously and actively [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":6890,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[44],"tags":[],"class_list":["post-6756","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ransomware"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Ransomware Detection Through Threat Hunting - Kratikal Blogs<\/title>\n<meta name=\"description\" content=\"Ransomware attacks have immense impact on organization. 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