{"id":10514,"date":"2023-12-04T13:08:11","date_gmt":"2023-12-04T07:38:11","guid":{"rendered":"https:\/\/threatcop.com\/blog\/?p=10514"},"modified":"2024-01-19T21:33:41","modified_gmt":"2024-01-19T16:03:41","slug":"leveraging-ai-models-to-stay-ahead-of-threat-actors","status":"publish","type":"post","link":"https:\/\/threatcop.com\/blog\/leveraging-ai-models-to-stay-ahead-of-threat-actors\/","title":{"rendered":"The Future of Business Cybersecurity: Leveraging AI Models to Stay Ahead of Threat Actors"},"content":{"rendered":"<p style=\"text-align: justify;\"><span style=\"color: #000000;\">Businesses are becoming increasingly dependent on digital technologies to remain competitive. Today, even impactful tasks like data analysis and digital security are entrusted to automated programs. However, as technologies evolve, so do the tools hackers and scammers employ.<\/span><\/p><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 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\/leveraging-ai-models-to-stay-ahead-of-threat-actors\/#Defending_Against_Threats_with_AI\" >Defending Against Threats with AI<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/threatcop.com\/blog\/leveraging-ai-models-to-stay-ahead-of-threat-actors\/#Threat_Data_Analysis\" >Threat Data Analysis<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/threatcop.com\/blog\/leveraging-ai-models-to-stay-ahead-of-threat-actors\/#Anomaly_Detection\" >Anomaly Detection<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/threatcop.com\/blog\/leveraging-ai-models-to-stay-ahead-of-threat-actors\/#Real-time_Monitoring\" >Real-time Monitoring<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/threatcop.com\/blog\/leveraging-ai-models-to-stay-ahead-of-threat-actors\/#Threat_Recognition\" >Threat Recognition<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/threatcop.com\/blog\/leveraging-ai-models-to-stay-ahead-of-threat-actors\/#What_is_Security_Information_and_Event_Management_SIEM\" >What is Security Information and Event Management (SIEM)?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/threatcop.com\/blog\/leveraging-ai-models-to-stay-ahead-of-threat-actors\/#Integrating_AI_into_Business_Cybersecurity\" >Integrating AI into Business Cybersecurity<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/threatcop.com\/blog\/leveraging-ai-models-to-stay-ahead-of-threat-actors\/#Advances_in_Artificial_Intelligence_Technologies\" >Advances in Artificial Intelligence Technologies<\/a><\/li><\/ul><\/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\/leveraging-ai-models-to-stay-ahead-of-threat-actors\/#Integration_with_Quantum_Computing\" >Integration with Quantum Computing<\/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\/leveraging-ai-models-to-stay-ahead-of-threat-actors\/#The_Importance_of_a_Continuous_Learning_System\" >The Importance of a Continuous Learning System<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/threatcop.com\/blog\/leveraging-ai-models-to-stay-ahead-of-threat-actors\/#AI_Will_Consistently_Grow_Over_Time\" >AI Will Consistently Grow Over Time<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\">Creating and implementing safeguards against unknown threats is extremely difficult. <span style=\"color: #183994;\"><a style=\"color: #183994;\" href=\"https:\/\/threatcop.com\/people-security-management\"><strong>People Security<\/strong><\/a><\/span> administrators aren\u2019t always sure what they\u2019re up against, and new attack patterns frequently go unchecked for long periods.<\/span><\/p>\n\n\n<p class=\"wp-block-paragraph\"><span style=\"font-weight: 400; color: #000000;\"><strong>Artificial Intelligence (AI) fills this gap<\/strong> in knowledge by providing insight into future trends that will threaten the cybersecurity landscape.<\/span><\/p>\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      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action=\"https:\/\/threatcop.com\/newsletter-thank-you\" 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<h2><span class=\"ez-toc-section\" id=\"Defending_Against_Threats_with_AI\"><\/span><span style=\"font-weight: 400;\">Defending Against Threats with AI<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">There is no panacea or cure-all to the disease of internet safety, and AI is no exception. Rather than thinking of AI as a single tool in your infrastructure, it\u2019s better thought of as a supportive technology that enhances your existing security features.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">Artificial intelligence\u2019s power comes from four key features, including:<\/span><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Threat_Data_Analysis\"><\/span><span style=\"font-weight: 400;\">Threat Data Analysis<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">Data analysis is the crux of all artificial intelligence. Humans have an infinitesimally small learning speed compared to computers. A program can memorize billions of trends, correlations, and solutions in the time it takes you to change your browser tab. This capability allows a lone AI program to understand and defend against the ingenuity of millions of malicious actors.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Anomaly_Detection\"><\/span><span style=\"font-weight: 400;\">Anomaly Detection<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">Businesses receive impossibly large amounts of information each day and struggle to scale their infrastructure alongside growing operations. When the incoming data exceeds a certain point, it becomes nearly impossible to notice outliers that would typically raise a red flag.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">AI detection catches unusual activities that humans might miss due to fatigue or unfamiliarity. These programs quickly learn what \u201cstandard operations\u201d look like for each business and alert administrators when something too far out of bounds occurs.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Real-time_Monitoring\"><\/span><span style=\"font-weight: 400;\">Real-time Monitoring<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">Crime never rests, but humans do. Organizations can be attacked anytime, anywhere, and dedicating human resources to\u00a024\/7 monitoring\u00a0isn\u2019t feasible for many operations. AI monitoring provides instant alerts after detecting suspicious activity and can contain the situation until someone can assess the next steps.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Threat_Recognition\"><\/span><span style=\"font-weight: 400;\">Threat Recognition<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">Anomaly detection recognizes activity that falls outside the norm but doesn\u2019t point out already discovered patterns. AI threat recognition registers the common indicators of known hacking strategies. It\u2019s constantly looking for these signs and learning from the failed and successful attacks on other organizations.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"font-weight: 400;\">For example, if an attacker downloaded a previously unknown malware to break into Yahoo, an AI program adapts and watches for that malware in the future. So, you\u2019re relatively safe unless you\u2019re among the first batch of targets for a new tactic. However, there are things that you can do to protect yourself, such as keeping updated anti-virus software on all your devices and running <\/span><span style=\"color: #333399;\"><a style=\"color: #333399;\" href=\"https:\/\/www.idstrong.com\/dark-web-scan\/\"><span style=\"font-weight: 400;\"><strong>dark web scans<\/strong><\/span><\/a><\/span><span style=\"font-weight: 400;\"> to ensure your data is not available on it.\u00a0<\/span><\/span><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"What_is_Security_Information_and_Event_Management_SIEM\"><\/span><span style=\"font-weight: 400;\">What is Security Information and Event Management (SIEM)?<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">A SIEM combines both security information management (SIM) and security event management (SEM) processes. This pairing allows organizations to track and log security data for real-time monitoring and more straightforward analysis.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">A SIEM receives information from various sources, such as logs, feeds, network data, and threat intelligence. Pulling from multiple sources makes an SIEM\u2019s alert pings much more reliable than tools that only pull data from one place.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">The large volume of incoming information also allows an SIEM to use artificial intelligence to analyze and rank potential threats based on severity. This means organizations won\u2019t be overly distracted by minor threats and can adequately allocate resources to their most vulnerable areas.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"font-weight: 400;\">Perhaps the most enjoyable part of a SIEM for security teams is its organization system. Rather than wasting time cross-referencing dozens of security tools, an SIEM organizes everything into a centralized dashboard for more efficient communication across departments. This enables a physical team to explain and justify <\/span><a href=\"https:\/\/threatcop.com\/blog\/people-security-is-a-shared-responsibility\/\"><span style=\"color: #333399;\"><b>security risk<\/b><\/span><\/a><span style=\"font-weight: 400;\"> decisions more effectively, smoothing out the integration of new protocols.<\/span><\/span><\/p>\n<h4 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Integrating_AI_into_Business_Cybersecurity\"><\/span><span style=\"font-weight: 400;\">Integrating AI into Business Cybersecurity<\/span><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">AI benefits every sector but is particularly effective at bolstering a business\u2019s cybersecurity score. However, the field\u2019s massive growth spurt in recent years can leave administrators with decision paralysis over what to introduce first.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"font-weight: 400;\">At Threatcop, we navigate this complexity with a forward-thinking approach, leveraging AI as a cornerstone of our cybersecurity arsenal. Our flagship solution, the <\/span><strong><span style=\"color: #183994;\"><a style=\"color: #183994;\" href=\"https:\/\/threatcop.com\/threatcop-security-awareness-training\">Threatcop Security Awareness Training<\/a><\/span><\/strong><span style=\"font-weight: 400;\"> (TSAT) Tool, exemplifies our commitment to staying steps ahead of evolving threats and sophisticated hacking techniques. Harnessing the power of AI, our training tool dynamically generates phishing simulation email templates that are not just realistic but also remarkably effective in training employees to recognize and thwart potential cyber threats.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">In a landscape where hackers increasingly employ AI-driven tactics to deceive and compromise, Threatcop stands as a beacon of defense. By incorporating AI into our security awareness training, we empower organizations to proactively address the evolving tactics used by cyber adversaries. Our AI-generated templates mirror real-world scenarios, providing a hands-on learning experience that enhances employees&#8217; resilience against phishing attacks.<\/span><\/p>\n<h4><span class=\"ez-toc-section\" id=\"Advances_in_Artificial_Intelligence_Technologies\"><\/span><span style=\"font-weight: 400;\">Advances in Artificial Intelligence Technologies<\/span><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">Machine learning models are becoming more sophisticated. They can make connections and understand relationships in ways resembling the human mind.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">Until a few years ago, AI could not read unstructured data such as images. This allowed criminals to hide from anti-malware programs by sending deceitful messages as jpegs rather than simple text.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">However, deep learning advancements enabled AI to read these images similarly to us. Many of the technology\u2019s shortcomings are being worked through, and it\u2019s quickly becoming a more and more effective tool against hardware and social engineering attacks.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">Improvements like this are commonplace in AI as more and more money gets pushed into research. Keeping a close eye on these advancements is essential for improving your security and understanding what may be used against you.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">The easiest way to introduce AI into your existing defenses is to use the right anti-malware service. Many of the most popular brands, such as Norton and Malwarebytes, use AI for threat detection by default. They automatically scan emails and network traffic to analyze and alert you to possible threats.<\/span><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Integration_with_Quantum_Computing\"><\/span><span style=\"font-weight: 400;\">Integration with Quantum Computing<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">Quantum computing\u2019s defining characteristic is its inconceivable speed, which processes information over 150 million times faster than a standard supercomputer. Pair this with AI\u2019s predictive analytics, and an attack can be instantly detected, analyzed, and addressed.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">The downside of this match made in heaven is the immense resource expenditure. Very few businesses can justify the use of even a small-scale quantum computer operation, and even fewer require it.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"font-weight: 400;\">Additionally, quantum computing and <\/span><span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/www.linkedin.com\/pulse\/ai-powered-phishing-attacker-vs-defender-who-prevails-threatcop-1f%3FtrackingId=5lDxrpfS0023rMJlign5Bw%253D%253D\/?trackingId=5lDxrpfS0023rMJlign5Bw%3D%3D\"><span style=\"color: #333399;\">AI harm cybersecurity<\/span><\/a><\/strong><\/span><span style=\"font-weight: 400;\"> as much as it helps. High-level criminals could use it to brute force passwords and instantly break through current password protocols. Users must create significantly longer and more complex passwords to keep up.<\/span><\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"The_Importance_of_a_Continuous_Learning_System\"><\/span><span style=\"font-weight: 400;\">The Importance of a Continuous Learning System<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">Like every good cybersecurity professional, AI must be studied to remain current. The landscape changes over time, and AI models require a constant feed of new data to stay effective. This allows for off-the-cuff adaptations in things like online recommendations and gives businesses the advantage of being the first ones at the table for a new trend.\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"AI_Will_Consistently_Grow_Over_Time\"><\/span><span style=\"font-weight: 400;\">AI Will Consistently Grow Over Time<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">The future of e-commerce and business cybersecurity lies in the expedient integration of AI models. Criminals will undoubtedly use it to assist their schemes, and white-hat professionals must be ready to match them.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; color: #000000;\">However, it\u2019s not enough to look at the existing models. Businesses must adopt a broad view and prepare for what will change next month or year. Remaining proactive and attentive to the field is the foundation of data safety and maintaining your reputation among clients.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Businesses are becoming increasingly dependent on digital technologies to remain competitive. Today, even impactful tasks like data analysis and digital security are entrusted to automated programs. However, as technologies evolve, so do the tools hackers and scammers employ. Creating and implementing safeguards against unknown threats is extremely difficult. People Security administrators aren\u2019t always sure what [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":10515,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[42],"tags":[296,295],"class_list":["post-10514","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cybersecurity-awareness","tag-future-of-cybersecurity","tag-leveraging-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Leveraging AI Models to Stay Ahead of Threat Actors<\/title>\n<meta name=\"description\" content=\"An overview of the key AI features and how it can be used to defend against future trends and can help organizations stay ahead of hackers.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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