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<h2>Introduction: Threat intelligence&nbsp;</h2><p><strong>Threat intelligence</strong> is not optional—it’s essential. A robust threat intelligence program enables Security Operations Center (SOC) teams to proactively identify, assess, and respond to threats before they impact your organization. In this post, we’ll explore a step-by-step guide for setting up a threat intelligence program, a framework for integrating real-time feeds into SIEM systems, and a playbook for handling zero-day exploits.</p><figure id="figure-5ivgd6e93m5qlfn4m"><img id="5ivgd6e93m5qlfn4m" src="https://media.gettyimages.com/id/1633896180/photo/analyst-working-with-computer-in-business-analytics-and-data-management-system-with-kpi-and.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=gSJlqIl5TAOeiOfx38tn43v7N7BWSlUInWWiNrU1h2o=" alt="cybersecurity trends" class="object-cover bg-gray-100" style="aspect-ratio: 16/9;" data-mce-src="https://media.gettyimages.com/id/1633896180/photo/analyst-working-with-computer-in-business-analytics-and-data-management-system-with-kpi-and.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=gSJlqIl5TAOeiOfx38tn43v7N7BWSlUInWWiNrU1h2o=" data-mce-style="aspect-ratio: 16/9;"></figure><h2>Step 1: Setting Up a Threat Intelligence Program</h2><p>A well-structured threat intelligence program forms the backbone of SOC operations. Here’s how to get started:</p><h3>1. Define Objectives</h3><p>Start by determining what you aim to achieve with threat intelligence. Examples include:</p><ul><li>Early detection of cyber threats.</li><li>Understanding attack trends and patterns.</li><li>Prioritizing incident response efforts.</li></ul><h3>2. Identify Threat Intelligence Sources</h3><p>Leverage diverse sources to ensure comprehensive coverage:<br></p><ul><li>Open Source Intelligence (OSINT): Publicly available sources like blogs, forums, and social media.</li><li>Vendor Threat Feeds: Subscribed feeds like Recorded Future, Anomali, or FireEye.</li><li>Internal Logs and Data: Insights from your organization’s SIEM, EDR, and other tools.</li><li>Government and Industry Sharing: Threat intelligence platforms such as ISACs (Information Sharing and Analysis Centers).<br></li></ul><figure id="figure-wvsjd2zsim5qlfn4m"><img id="wvsjd2zsim5qlfn4m" src="https://media.gettyimages.com/id/1918338945/photo/ai-artificial-intelligence-security-sentinel-password-cyber-security-ransomware-email.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=fp2nxh8A7jw6T1_HzQ_0gMyT_WYJZhOg-YacsFOa7dA=" alt="network security" class="object-cover bg-gray-100" style="aspect-ratio: 16/9;" data-mce-src="https://media.gettyimages.com/id/1918338945/photo/ai-artificial-intelligence-security-sentinel-password-cyber-security-ransomware-email.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=fp2nxh8A7jw6T1_HzQ_0gMyT_WYJZhOg-YacsFOa7dA=" data-mce-style="aspect-ratio: 16/9;"></figure><h3>3. Choose the Right Tools</h3><p>Equip your SOC team with tools to collect, analyze, and act on intelligence:</p><ol><li><strong>Threat Intelligence Platforms (TIPs):</strong> Automate aggregation and prioritization of intelligence (e.g., ThreatConnect, ThreatQuotient).<br><br><strong>2. SIEM Tools:</strong> Enhance visibility and correlate threat intelligence with logs (e.g., Splunk, IBM QRadar).<br><br><strong>3. Enrichment Tools</strong>: Add context with domain and IP analysis (e.g., VirusTotal, Whois).</li></ol><h3>4. Develop Processes and Playbooks</h3><p>Create standard operating procedures (SOPs) to ensure consistency. For example:</p><figure id="figure-ln87v0io0nm5qlfn4m"><img id="ln87v0io0nm5qlfn4m" src="https://media.gettyimages.com/id/1703405838/photo/cybersecurity-cloud-computing-cloud-security-email-phishing-ransomware-malware-hacker-attack.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=NTo0l_AEIMejRc1rcFcb4wkokW_xM-Psbk5lsT8-sJI=" alt="ransomware protection" class="object-cover bg-gray-100" style="aspect-ratio: 16/9;" data-mce-src="https://media.gettyimages.com/id/1703405838/photo/cybersecurity-cloud-computing-cloud-security-email-phishing-ransomware-malware-hacker-attack.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=NTo0l_AEIMejRc1rcFcb4wkokW_xM-Psbk5lsT8-sJI=" data-mce-style="aspect-ratio: 16/9;"></figure><ul><li>Classify threats by severity.</li><li>Assign tasks to SOC analysts based on priority.</li><li>Define escalation paths for high-severity incidents.</li></ul><h2>Step 2: Integrating Real-Time Threat Intelligence Feeds into SIEM</h2><h3>1. Select Real-Time Threat Feeds<br></h3><p>Identify feeds that are relevant to your industry and organization, such as:</p><ul><li>Cybercrime trackers.</li><li>Malware indicators (IOCs).</li><li>Vulnerability disclosures.</li></ul><figure id="figure-2axtjka5vkm5tcdaup"><img id="2axtjka5vkm5tcdaup" src="https://media.gettyimages.com/id/1335398147/photo/computer-futuristic-digital-hud-software-interface-with-a-control-system-as-well-as-a-set-of.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=urfpGF-Um2J3f0WScWnIhqjxbYE0xNfaeSjAj-ZZc90=" alt="Computer futuristic digital HUD software interface with a control system, as well as a set of sensors for measuring environmental parameters." title="Computer futuristic digital HUD software interface with a control system, as well as a set of sensors for measuring environmental parameters." class="object-cover bg-gray-100 rounded-2xl md:rounded-3xl lg:rounded-4xl" style="aspect-ratio: 16/9; object-position: center center;" data-corners="default" data-aspect="16:9" data-caption="" data-positionx="undefined" data-positiony="undefined" data-fullwidth="false" data-mce-src="https://media.gettyimages.com/id/1335398147/photo/computer-futuristic-digital-hud-software-interface-with-a-control-system-as-well-as-a-set-of.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=urfpGF-Um2J3f0WScWnIhqjxbYE0xNfaeSjAj-ZZc90=" data-mce-style="aspect-ratio: 16/9; object-position: center center;"></figure><h3>2. Select Real-Time Threat Feeds<br></h3><p>Most SIEM tools support integrations with popular threat feeds. For example:</p><ul><li>Use APIs to pull feeds from Threat Intelligence Platforms.</li><li>Configure automated enrichment of logs with real-time IOCs.</li></ul><h3>3. Normalize and Correlate Data<br></h3><p>Ensure all data is standardized for accurate analysis.</p><ul><li>Map IOCs to the MITRE ATT&amp;CK framework for context.</li><li>Correlate incoming feeds with internal logs to detect anomalies.<br></li></ul><h3>4. Set Up Alerts and Dashboards<br></h3><p>Customize alerts for critical threats. For instance:</p><ul><li>Prioritize alerts with high-confidence IOCs.</li><li>Visualize trends with dashboards showing top attackers, threat types, and impacted assets.</li></ul><h2>Step 3: Developing a Playbook for Zero-Day Exploits</h2><p>Zero-day exploits require quick and decisive action. A clear playbook ensures your SOC team can respond effectively:</p><figure id="figure-3fjh3kwk2cm5tcm5jk"><img id="3fjh3kwk2cm5tcm5jk" src="https://media.gettyimages.com/id/2179992131/photo/zero-day-text-and-binary-code-a-zero-day-vulnerability-is-a-flaw-in-software-or-hardware.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=Tvt085h9P062kLWn94Ut4FtxQtx17MglmOe-6y4dHds=" alt="ZERO-DAY text and binary code,A zero-day vulnerability is a flaw in software or hardware." title="ZERO-DAY text and binary code,A zero-day vulnerability is a flaw in software or hardware." class="object-cover bg-gray-100 rounded-2xl md:rounded-3xl lg:rounded-4xl" style="aspect-ratio: 16/9; object-position: center center;" data-corners="default" data-aspect="16:9" data-caption="" data-positionx="undefined" data-positiony="undefined" data-fullwidth="false" data-mce-src="https://media.gettyimages.com/id/2179992131/photo/zero-day-text-and-binary-code-a-zero-day-vulnerability-is-a-flaw-in-software-or-hardware.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=Tvt085h9P062kLWn94Ut4FtxQtx17MglmOe-6y4dHds=" data-mce-style="aspect-ratio: 16/9; object-position: center center;"></figure><h3>1. Initial Assessment</h3><p>When a zero-day exploit is identified:</p><ul><li>Validate the threat using trusted intelligence feeds.</li><li>Assess the vulnerability’s relevance to your organization.</li></ul><h3>2. Communication Plan<br></h3><p>Notify key stakeholders immediately:</p><ul><li>Internal IT and security teams.</li><li>Executive leadership.</li><li>External vendors or partners, if applicable.</li></ul><h3>3. Mitigation Actions</h3><p>While patches may not be available, take the following steps:</p><ul><li>Deploy network segmentation to isolate vulnerable assets.</li><li>Increase monitoring on critical systems.</li><li>Apply virtual patching with Web Application Firewalls (WAFs).</li></ul><h3>4. Post-Incident Analysis</h3><p>After resolving the issue:</p><ul><li>Document findings in your incident response log.</li><li>Update your threat intelligence database with indicators of compromise (IOCs).</li><li>Conduct a lessons-learned session to improve future readiness.</li></ul><figure id="figure-6wm8853cmm5tcoray"><img id="6wm8853cmm5tcoray" src="https://media.gettyimages.com/id/1483926984/photo/orange-check-mark-glowing-amid-black-check-marks-on-black-background.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=9dPtZZa-owKDZ49E8tZrQ7JwzNdTroi_7kI26krYv18=" alt="Orange Check Mark Glowing Amid Black Check Marks On Black Background" title="Orange Check Mark Glowing Amid Black Check Marks On Black Background" class="object-cover bg-gray-100 rounded-2xl md:rounded-3xl lg:rounded-4xl" style="aspect-ratio: 16/9; object-position: center center;" data-corners="default" data-aspect="16:9" data-caption="" data-positionx="undefined" data-positiony="undefined" data-fullwidth="false" data-mce-src="https://media.gettyimages.com/id/1483926984/photo/orange-check-mark-glowing-amid-black-check-marks-on-black-background.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=9dPtZZa-owKDZ49E8tZrQ7JwzNdTroi_7kI26krYv18=" data-mce-style="aspect-ratio: 16/9; object-position: center center;"></figure><p>Building a robust threat intelligence program isn’t a one-time project; it’s an ongoing journey. By following these steps, integrating real-time feeds, and preparing for zero-day exploits, your SOC team can stay ahead of evolving threats.<br><br>At Cyberfacti Academy, we’re committed to empowering professionals and students with the knowledge and tools to navigate today’s cybersecurity challenges. Stay tuned for more insights, and remember—proactive defense is the best defense!<br><br>B-Aware &amp; B-Safe</p>

The Ultimate Guide to Setting Up a Threat Intelligence Program for Your SOC Team

<h2>The Reality of Vulnerability Management</h2><p>Vulnerability management (VM) is widely recognized as a critical aspect of cybersecurity. Most professionals understand that it’s not a one-and-done process but an ongoing cycle. The challenge isn’t ignorance about its continuous nature; it’s about the difficulty of maintaining consistency, prioritizing effectively, and staying resilient in the face of ever-evolving threats.</p><p><img id="jw27startlm5dqguwt" src="https://media.gettyimages.com/id/2155202633/photo/businessman-holding-the-secure-network-connecting-icon-linking-business-and-data-with.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=AMM3Fb9TPObByPawjgOglJKVrqik12OSv8L1iFjrF6M=" alt="Cloud Security: Businessman Holding the Secure Network Connecting Icon Linking Business and Data with Protected Systems and Global Network" title="Cloud Security: Businessman Holding the Secure Network Connecting Icon Linking Business and Data with Protected Systems and Global Network" class="object-cover bg-gray-100 rounded-sm md:rounded-md lg:rounded-lg" style="aspect-ratio: 16/9; object-position: center center;" data-corners="default" data-aspect="16:9" data-caption="" data-positionx="null" data-positiony="null" data-fullwidth="false" data-mce-src="https://media.gettyimages.com/id/2155202633/photo/businessman-holding-the-secure-network-connecting-icon-linking-business-and-data-with.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=AMM3Fb9TPObByPawjgOglJKVrqik12OSv8L1iFjrF6M=" data-mce-style="aspect-ratio: 16/9; object-position: center center;"></p><p>In today’s digital landscape, vulnerabilities are discovered daily, each representing a potential gateway for attackers. Even organizations with well-established VM programs struggle with gaps, whether it’s due to resource constraints, lack of prioritization, or the sheer volume of vulnerabilities to manage.</p><p>This post isn’t about introducing VM as a concept, it’s about digging deeper into the challenges, highlighting the human resilience required to manage it, and showing how mentorship and education can strengthen the entire cybersecurity ecosystem.</p><h2>The Relentless Nature of Vulnerability Management</h2><p>Let’s be real; most people even remotely involved with cyber security know that cyber threats are constantly evolving. New vulnerabilities are reported daily, and attackers are quick to exploit them. What often happens, however, is that organizations underestimate the effort required to keep up with this rapid pace.</p><p><img id="gns903l63km5fqc5qc" src="https://media.gettyimages.com/id/2174071690/photo/digital-technology-and-data-safety-concept-shield-with-tech-elements-3d-icon-on-the-glossy.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=JPqRrDgohhTRqTbpGkwxFX1rqJs5PcXM7pcnX9LDtYI=" alt="Digital technology and data safety concept. Shield with tech elements, 3d icon on the glossy futuristic surface with abstract glowing dots and lines" title="Digital technology and data safety concept. Shield with tech elements, 3d icon on the glossy futuristic surface with abstract glowing dots and lines" class="object-cover bg-gray-100 rounded-sm md:rounded-md lg:rounded-lg" style="aspect-ratio: 16/9; object-position: center center;" data-corners="default" data-aspect="16:9" data-caption="" data-positionx="null" data-positiony="null" data-fullwidth="false" data-mce-src="https://media.gettyimages.com/id/2174071690/photo/digital-technology-and-data-safety-concept-shield-with-tech-elements-3d-icon-on-the-glossy.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=JPqRrDgohhTRqTbpGkwxFX1rqJs5PcXM7pcnX9LDtYI=" data-mce-style="aspect-ratio: 16/9; object-position: center center;"></p><p>Take, for instance, a typical vulnerability assessment. After a scan identifies hundreds, or even thousands, of vulnerabilities, teams often struggle to act on the results. Why? It’s not because they don’t care, but because the volume of work feels overwhelming, and it’s easy to get stuck in a reactive cycle. Teams patch what’s critical today, only to find another critical vulnerability tomorrow.</p><p>Consider the infamous Log4j vulnerability in 2021. Even organizations with mature VM processes found themselves scrambling to identify where the vulnerable library was used. It wasn’t a lack of awareness that caused the problem, it was the complexity of modern IT environments combined with the relentless pace of new threats.</p><p>This is why vulnerability management isn’t just about tools or processes—it’s about persistence. It requires teams to keep going, even when the list of vulnerabilities feels endless, and to continuously improve their methods.</p><h3>Why Vulnerability Management Demands Resilient Leaders</h3><p>At its core, VM is about more than just technology—it’s about leadership. Resilient leaders play a crucial role in ensuring that vulnerability management programs are not only implemented but also sustained over time.</p><p><img id="s5a3vuyvem5dqguwt" src="https://media.gettyimages.com/id/1468128528/photo/businessman-showing-data-access-protection-with-key-icon-cyber-security-protecting-data-from.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=S_EO-SwtpB2aaqJnf9gC2FC7DweiYQj-XoyOS2bQMQM=" alt="Businessman showing data access protection with key icon, cyber security ,Protecting data from theft ,digital security unlocking or encryption, virus protection and safety alerts ,internet security" title="Businessman showing data access protection with key icon, cyber security ,Protecting data from theft ,digital security unlocking or encryption, virus protection and safety alerts ,internet security" class="object-cover bg-gray-100 rounded-sm md:rounded-md lg:rounded-lg" style="aspect-ratio: 16/9; object-position: center center;" data-corners="default" data-aspect="16:9" data-caption="" data-positionx="null" data-positiony="null" data-fullwidth="false" data-mce-src="https://media.gettyimages.com/id/1468128528/photo/businessman-showing-data-access-protection-with-key-icon-cyber-security-protecting-data-from.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=S_EO-SwtpB2aaqJnf9gC2FC7DweiYQj-XoyOS2bQMQM=" data-mce-style="aspect-ratio: 16/9; object-position: center center;"></p><p>Resilience in this context means understanding that progress is incremental. A resilient leader doesn’t expect perfection, but they do expect improvement. They create an environment where their teams feel empowered to prioritize, take action, and learn from mistakes without fear of blame.</p><p>For example, resilient leaders recognize that not all vulnerabilities are equal. They guide their teams to focus on the issues that pose the highest risk, balancing technical severity with business impact. They also ensure that vulnerability management isn’t siloed within IT or security, it’s treated as a cross-functional effort that involves input from risk managers, compliance officers, and even business leaders.</p><p>More importantly, resilient leaders act as mentors. They pass on their knowledge and experience to younger professionals, building the next generation of cybersecurity experts. They understand that vulnerability management is a team sport, and the best teams are those where everyone feels supported and valued.</p><h2>Mentorship and the Need for Knowledge Sharing</h2><p>One of the most pressing challenges in cybersecurity today is the skills gap. While the industry is growing rapidly, many organizations struggle to find professionals with the right experience. This is especially true in vulnerability management, where the work requires a blend of technical skills, strategic thinking, and practical experience.</p><figure id="figure-0y4y40s5um5dqguwt"><img id="0y4y40s5um5dqguwt" src="https://media.gettyimages.com/id/1363857415/photo/protection-personal-data-information-internet-technology-information-and-cyber-security.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=4aElPZGhjUFfUqdKBcjjWelWQOeV73s0xLbFxjCj2EM=" alt="Protection Personal  Data information.
Internet Technology. Information and cyber security,Technology Services." title="Protection Personal  Data information.
Internet Technology. Information and cyber security,Technology Services." class="object-cover bg-gray-100 rounded-sm md:rounded-md lg:rounded-lg" style="aspect-ratio: 16/9; object-position: center center;" data-corners="default" data-aspect="16:9" data-caption="" data-positionx="null" data-positiony="null" data-fullwidth="false" data-mce-src="https://media.gettyimages.com/id/1363857415/photo/protection-personal-data-information-internet-technology-information-and-cyber-security.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=4aElPZGhjUFfUqdKBcjjWelWQOeV73s0xLbFxjCj2EM=" data-mce-style="aspect-ratio: 16/9; object-position: center center;"></figure><p>Newcomers to VM often face a steep learning curve. They must learn how to use tools like Nessus and Qualys, understand frameworks like CVSS, and develop the ability to prioritize vulnerabilities effectively. Without guidance, it’s easy for them to feel overwhelmed or unsure of where to start.</p><p>This is where mentorship becomes invaluable. Experienced professionals have a responsibility to share their knowledge, helping newcomers navigate the complexities of vulnerability management. Mentorship doesn’t just benefit the mentees, it also strengthens the entire cybersecurity community by ensuring that knowledge and expertise are passed down.</p><p>Recognizing this need for guidance, I wrote the book <strong>Vulnerability Management Simplified – Your Reference Guide. </strong>This book is designed to serve as a reference to bridge the gap between theory and practice, offering practical advice for both beginners and seasoned professionals. It’s my way of giving back to the community that helped me grow in my own career.</p><h2>The Value of <em>Vulnerability Management Simplified – Your Reference Guide</em></h2><p>When I set out to write <strong>Vulnerability Management Simplified – Your Reference Guide,</strong> my goal was simple: to create a resource that is practical, accessible, and grounded in real world experience. This isn’t a technical manual filled with jargon, it’s a guide that breaks down the process of vulnerability management into manageable steps.<br><br></p><figure id="figure-5jxw1pqm5m5fqunov"><img id="5jxw1pqm5m5fqunov" src="https://media.gettyimages.com/id/1795222044/photo/writing-text-document-online-content-book-letter-or-essay-writer-journalist-or-freelance.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=sSowXJ8AWzoByyNUV_M2R1Eb416GaNPpotMBXixPWrk=" alt="Writing text document, online content, book, letter or essay. Writer, journalist or freelance columnist with laptop. Resume, news article, report or college application." title="Writing text document, online content, book, letter or essay. Writer, journalist or freelance columnist with laptop. Resume, news article, report or college application." class="object-cover bg-gray-100 rounded-sm md:rounded-md lg:rounded-lg" style="aspect-ratio: 16/9; object-position: center center;" data-corners="default" data-aspect="16:9" data-caption="" data-positionx="undefined" data-positiony="undefined" data-fullwidth="false" data-mce-src="https://media.gettyimages.com/id/1795222044/photo/writing-text-document-online-content-book-letter-or-essay-writer-journalist-or-freelance.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=sSowXJ8AWzoByyNUV_M2R1Eb416GaNPpotMBXixPWrk=" data-mce-style="aspect-ratio: 16/9; object-position: center center;"></figure><p>The book covers everything from the basics, like understanding vulnerabilities and their impact, to advanced topics, such as prioritization frameworks and overcoming resource constraints. It also includes real-world examples and actionable insights to help readers apply what they learn immediately.</p><p>What sets this guide apart is its focus on resilience. It acknowledges the challenges of vulnerability management while providing strategies to overcome them. Whether you’re a newcomer trying to build your skills or a seasoned professional looking for fresh perspectives.</p><p>To make this resource available to as many people as possible, I’ve decided to share it through Cyberfacti Academy. By subscribing to the academy, you’ll gain access to the book, as well as a community of professionals dedicated to advancing cybersecurity. You’ll also find exclusive content, tools, and resources to help you succeed in your career.<br></p><h2>Resilience Is the Key to Success</h2><p>Vulnerability management is not just a technical challenge, it’s a test of resilience. It requires people who can navigate the complexities of modern IT environments, adapt to evolving threats, and maintain their commitment to security over the long term.<br><br></p><figure id="figure-wpf3skgxkem5fqwdqd"><img id="wpf3skgxkem5fqwdqd" src="https://media.gettyimages.com/id/2007594847/photo/sisyphean-task-under-a-fiery-sky.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=musWFC91ka6Oe4HWeYCxt8DbBzXMBIbcfz6y9m1zxC4=" alt="Sisyphean Task Under a Fiery Sky" title="Sisyphean Task Under a Fiery Sky" class="object-cover bg-gray-100 rounded-sm md:rounded-md lg:rounded-lg" style="aspect-ratio: 16/9; object-position: center center;" data-corners="default" data-aspect="16:9" data-caption="" data-positionx="undefined" data-positiony="undefined" data-fullwidth="false" data-mce-src="https://media.gettyimages.com/id/2007594847/photo/sisyphean-task-under-a-fiery-sky.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=musWFC91ka6Oe4HWeYCxt8DbBzXMBIbcfz6y9m1zxC4=" data-mce-style="aspect-ratio: 16/9; object-position: center center;"></figure><p>As someone who has worked in this field for years, I can tell you that the rewards are worth it. By managing vulnerabilities effectively, you’re not just protecting systems, you’re safeguarding the trust of your customers, the reputation of your organization, and the future of digital innovation.</p><p>If you’re ready to take the next step in your vulnerability management journey, I invite you to join Cyberfacti Academy. Together, we can build stronger defenses, support the next generation of cybersecurity professionals, and create a safer digital future.</p><p>B-aware &amp; B-Safe!<br><br>Thank you.<br></p>

Strengthening Cyber Defenses: Why Vulnerability Management is a Job for Resilient Leaders

Deepfake concept matching facial movements. Face swapping or impersonation.

<figure id="figure-h92ggrqy1nm4q01ti5"><img id="h92ggrqy1nm4q01ti5" src="https://media.gettyimages.com/id/1601108724/photo/hand-pick-wooden-doll-on-paper-clipboard-with-text-know-your-customer.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=5LwREECL3MELKHXe6R9IeZnYLpslxvIC-De-_uilOeQ=" alt="Hand pick wooden doll on paper clipboard with text KNOW YOUR CUSTOMER." title="Hand pick wooden doll on paper clipboard with text KNOW YOUR CUSTOMER." class="object-cover bg-gray-100 rounded-sm md:rounded-md lg:rounded-lg" style="aspect-ratio: 16/9; object-position: undefined undefined;" data-corners="default" data-aspect="16:9" data-caption="Deepfake KYC Attack." data-positionx="undefined" data-positiony="undefined" data-fullwidth="false" data-mce-src="https://media.gettyimages.com/id/1601108724/photo/hand-pick-wooden-doll-on-paper-clipboard-with-text-know-your-customer.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=5LwREECL3MELKHXe6R9IeZnYLpslxvIC-De-_uilOeQ=" data-mce-style="aspect-ratio: 16/9; object-position: undefined undefined;"><figcaption class="body-normal text-gray-500 mt-2">Deepfake KYC Attack.</figcaption></figure><p><strong>Preparing for the Deepfake Tsunami: How to Protect Yourself?<br><br></strong>In the fast-changing digital world, deepfake technology is no longer something distant. It is a tsunami that will soon affect everyone, and we need to be prepared. Deepfakes are synthetic media created by artificial intelligence (AI). They can make realistic images, videos, or audio that look and sound real but are completely fake. While some people see the creativity behind this technology, others fear the harm it can do. Let’s discuss how we can prepare ourselves for this challenge and protect what is important.<br><br></p><figure id="figure-kuajp62wvm4q1bndf"><img id="kuajp62wvm4q1bndf" src="https://media.gettyimages.com/id/1321882664/photo/tsunami-danger-panel.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=doQQFCCOlLRbD3eDCYcVUA6422vYvGkAkNR_FG3LNKI=" alt="tsunami danger panel" title="tsunami danger panel" class="object-cover bg-gray-100 rounded-sm md:rounded-md lg:rounded-lg" style="aspect-ratio: 16/9; object-position: center center;" data-corners="default" data-aspect="16:9" data-caption="" data-positionx="undefined" data-positiony="undefined" data-fullwidth="false" data-mce-src="https://media.gettyimages.com/id/1321882664/photo/tsunami-danger-panel.jpg?b=1&amp;s=2048x2048&amp;w=0&amp;k=20&amp;c=doQQFCCOlLRbD3eDCYcVUA6422vYvGkAkNR_FG3LNKI=" data-mce-style="aspect-ratio: 16/9; object-position: center center;"></figure><p><strong>What Are Deepfakes, and Why Should We Worry?<br></strong><br>Deepfakes use advanced AI models to make fake but convincing content. Imagine watching a video of a leader announcing a big decision that never happened or hearing the voice of a family member asking for help, but it’s not really them. These situations are not from a science-fiction movie; they are already possible. Deepfakes make us question if we can trust what we see and hear, creating risks for communication and decision-making.</p><p>For businesses, the risks are even bigger. Imagine a fake video ruining a company’s reputation or cybercriminals using deepfake technology to get through KYC (Know Your Customer) processes. As shown by Plaid’s work in crypto compliance, strong KYC systems are very important to prevent fraud and money laundering. But as deepfake technology improves, even these systems will need upgrades.<br>Plaid's article can be find in Citations sector.</p><p>Deepfake creator applications are being used by cyber criminal to authenticate fake photos, videos and documents, as shown in the figure below:</p><figure id="figure-3rf6xl9kt0gm4q0ov00" class=""><img id="3rf6xl9kt0gm4q0ov00" src="https://cdn.durable.co/blocks/9ts7xcyFG6JcqkW4W9saqO8tOUkT46gfKXUWRFdNnQ6hVoj7HjEgAilxyAFbmGF2.jpg" alt="" title="" class="object-cover bg-gray-100 rounded-sm md:rounded-md lg:rounded-lg" style="aspect-ratio: 16/9; object-position: undefined undefined;" data-corners="default" data-aspect="16:9" data-caption="KYC deepfake criminanl application" data-positionx="undefined" data-positiony="undefined" data-fullwidth="false" data-mce-src="https://cdn.durable.co/blocks/9ts7xcyFG6JcqkW4W9saqO8tOUkT46gfKXUWRFdNnQ6hVoj7HjEgAilxyAFbmGF2.jpg" data-mce-style="aspect-ratio: 16/9; object-position: undefined undefined;"><figcaption class="body-normal text-gray-500 mt-2">KYC deepfake criminanl application</figcaption></figure><p><strong>How to Prepare for the Deepfake Tsunami</strong><br>The best way to deal with a big challenge is to prepare early. Here are some steps that can help individuals and businesses protect themselves from deepfake-related risks:</p><p><strong>1. Understand the Technology</strong><br>You don’t need to become a technical expert, but it’s good to know what deepfakes are and how they are made. They use techniques like Generative Adversarial Networks (GANs) to create fake content. If you know the basics, you can learn to notice problems like strange lighting, weird blinking, or voices that sound unnatural. These small details can be signs of manipulation.</p><p><strong>2. Strengthen Verification Processes</strong><br>Companies, especially in finance and crypto, need stronger ways to check identities. This can include multi-factor authentication (MFA) and advanced AI tools for biometric checks. Companies like Plaid are leading in this area by combining compliance with high-tech identity verification. These kinds of systems are critical to prevent deepfake-based fraud.</p><p><strong>3. A</strong><strong>dopt Deepfake Detection Technology</strong><br>AI can also be used to detect deepfakes. Platforms like Facti.ai (URL available in Citations) are good examples of tools that help find fake content. By adding deepfake detection to KYC processes, businesses can make it harder for fraudsters to use fake media to cheat the system.&nbsp;</p><figure id="figure-wcyi0oc95sm4q0o8dx"><img id="wcyi0oc95sm4q0o8dx" src="https://cdn.durable.co/blocks/39WE3iDXsfkteyrOkLp94f2zoTaDHeyKk89rfYQ1kFPR82bcwkR46YnVEGXT5aN7.png" alt="https://facti.ai/" title="https://facti.ai/" class="object-cover bg-gray-100 rounded-sm md:rounded-md lg:rounded-lg" style="aspect-ratio: 16/9; object-position: undefined undefined;" data-corners="default" data-aspect="16:9" data-caption="" data-positionx="undefined" data-positiony="undefined" data-fullwidth="false" data-mce-src="https://cdn.durable.co/blocks/39WE3iDXsfkteyrOkLp94f2zoTaDHeyKk89rfYQ1kFPR82bcwkR46YnVEGXT5aN7.png" data-mce-style="aspect-ratio: 16/9; object-position: undefined undefined;"></figure><p><strong>4. Educate and Train</strong><br>Training is very important. Employees, customers, and even families should learn how to recognize deepfakes. Companies can run workshops or send guides that teach people how to verify content and report anything suspicious. For example, if a video or audio seems fake, it should always be double-checked with a trusted source.</p><p><strong>5. Establish Legal and Ethical Boundaries</strong><br>Governments and businesses must work together to create rules that stop the misuse of deepfake technology. Laws should punish people who create fake content to harm others. At the same time, ethical guidelines should ensure that companies using AI do so responsibly. As the Liberty Reserve case showed, strong laws are necessary to fight large-scale fraud.</p><p><strong>6. Stay Informed</strong><br>The fight against deepfakes is ongoing. Technology changes quickly, and it’s important to stay updated about new tools and threats. Following news about AI, cybersecurity, and detection methods can help you stay ready for new challenges.<br><br></p><p><strong>A Call to Action</strong><br>The deepfake tsunami is coming, but we don’t need to panic. With the right tools, awareness, and preparation, we can handle this challenge and even turn it into an opportunity to improve our systems. Whether you are protecting your identity or your business, being proactive is the best defense.</p><p>Deepfakes remind us that in the digital world, we should always verify before trust!&nbsp; What we see and hear online is not always real.&nbsp;<br><br><strong>Citations:<br></strong><span style="font-family: inherit; font-size: calc(18px * var(--body-fontSize, 1)); font-weight: inherit; font-style: var(--body-fontStyle, normal); background-color: rgba(249,250,251,var(--tw-bg-opacity));" data-mce-style="font-family: inherit; font-size: calc(18px * var(--body-fontSize, 1)); font-weight: inherit; font-style: var(--body-fontStyle, normal); background-color: rgba(249,250,251,var(--tw-bg-opacity));">Plaid: Tom Sullivan:<br><a href="https://plaid.com/resources/compliance/kyc-crypto/" data-mce-href="https://plaid.com/resources/compliance/kyc-crypto/">https://plaid.com/resources/compliance/kyc-crypto/</a><br>Facit.ai URL: Protecting the World Against Deepfake Digital Identity<br><a href="https://facti.ai/" data-mce-href="https://facti.ai/">https://facti.ai/</a><br></span></p><p><span style="font-family: inherit; font-size: calc(18px * var(--body-fontSize, 1)); font-weight: inherit; font-style: var(--body-fontStyle, normal); background-color: rgba(249,250,251,var(--tw-bg-opacity));" data-mce-style="font-family: inherit; font-size: calc(18px * var(--body-fontSize, 1)); font-weight: inherit; font-style: var(--body-fontStyle, normal); background-color: rgba(249,250,251,var(--tw-bg-opacity));"><strong>Credits:</strong><br>Tom SulLivan: Tom is a fintech industry writer who creates whitepapers and articles for Plaid. His work has been featured in publications like Forbes, Fortune, and Inc. He's passionate about the freedom that the union between financial services and technology can create.<br><br>Thank you for reading Cyberfacti Academy article.<br><br>B-Aware &amp; B-Safe!</span></p><p><span style="font-family: inherit; font-size: calc(18px * var(--body-fontSize, 1)); font-weight: inherit; font-style: var(--body-fontStyle, normal); background-color: rgba(249,250,251,var(--tw-bg-opacity));" data-mce-style="font-family: inherit; font-size: calc(18px * var(--body-fontSize, 1)); font-weight: inherit; font-style: var(--body-fontStyle, normal); background-color: rgba(249,250,251,var(--tw-bg-opacity));">Luis Oliveira</span></p><p><br></p><p><br></p><p><br></p>

Deepfake KYC Attack

person holding gray tabby cat while lying on bed

<p>Artificial Intelligence (AI) is transforming cybersecurity. Experts are exploring how AI can help protect digital assets. This post discusses key trends in AI for cybersecurity.</p><h2>AI-Powered Threat Detection</h2><p>AI can identify threats faster than humans. It analyzes large volumes of data. This helps in spotting unusual patterns. Security teams can respond quickly. <strong>AI systems learn and adapt over time</strong>.</p><figure id="figure-igf8siplcwm3vyr7m9"><img id="igf8siplcwm3vyr7m9" src="https://images.unsplash.com/photo-1593508512255-86ab42a8e620?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wyNjI5NjF8MHwxfHNlYXJjaHw2fHxBSSUyMHRocmVhdHxlbnwwfHx8fDE3MzI0NzQ3ODB8MA&amp;ixlib=rb-4.0.3&amp;q=80&amp;w=1080" alt="AI threat" class="object-cover bg-gray-100 rounded-sm md:rounded-md lg:rounded-lg" style="aspect-ratio: 16/9;" data-mce-src="https://images.unsplash.com/photo-1593508512255-86ab42a8e620?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wyNjI5NjF8MHwxfHNlYXJjaHw2fHxBSSUyMHRocmVhdHxlbnwwfHx8fDE3MzI0NzQ3ODB8MA&amp;ixlib=rb-4.0.3&amp;q=80&amp;w=1080" data-mce-style="aspect-ratio: 16/9;"></figure><p>AI tools can predict potential attacks. They use historical data. This proactive approach minimizes risks. Organizations can stay ahead of cybercriminals.</p><h3>Automation in Security Operations</h3><p>Automation reduces human error. AI automates routine tasks. Security teams focus on complex issues. This increases efficiency in operations.</p><p>AI tools can handle repetitive tasks. This includes monitoring network traffic. They can also manage alerts. Teams have more time for strategic planning.</p><figure id="figure-30ba4czcm9m3vyr8t4"><img id="30ba4czcm9m3vyr8t4" src="https://images.unsplash.com/photo-1584433144697-205892243f4d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wyNjI5NjF8MHwxfHNlYXJjaHw2fHxjeWJlcnNlY3VyaXR5JTIwYXV0b21hdGlvbnxlbnwwfHx8fDE3MzI0NzQ3ODF8MA&amp;ixlib=rb-4.0.3&amp;q=80&amp;w=1080" alt="cybersecurity automation" class="object-cover bg-gray-100 rounded-sm md:rounded-md lg:rounded-lg" style="aspect-ratio: 16/9;" data-mce-src="https://images.unsplash.com/photo-1584433144697-205892243f4d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wyNjI5NjF8MHwxfHNlYXJjaHw2fHxjeWJlcnNlY3VyaXR5JTIwYXV0b21hdGlvbnxlbnwwfHx8fDE3MzI0NzQ3ODF8MA&amp;ixlib=rb-4.0.3&amp;q=80&amp;w=1080" data-mce-style="aspect-ratio: 16/9;"></figure><h2>AI in Incident Response</h2><p>AI improves incident response. It analyzes incidents quickly. This helps in understanding the scope of an attack. Teams can take swift action. <strong>AI reduces response times</strong>.</p><p>AI tools provide insights into attack patterns. They help in developing better defense strategies. This makes systems more resilient to future attacks.</p><figure id="figure-lu3i55j1dpm3vyrc8m"><img id="lu3i55j1dpm3vyrc8m" src="https://images.unsplash.com/photo-1544927028-6ea64c7c2854?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wyNjI5NjF8MHwxfHNlYXJjaHwxM3x8aW5jaWRlbnQlMjByZXNwb25zZXxlbnwwfHx8fDE3MzI0NzQ3ODZ8MA&amp;ixlib=rb-4.0.3&amp;q=80&amp;w=1080" alt="incident response" class="object-cover bg-gray-100 rounded-sm md:rounded-md lg:rounded-lg" style="aspect-ratio: 16/9;" data-mce-src="https://images.unsplash.com/photo-1544927028-6ea64c7c2854?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wyNjI5NjF8MHwxfHNlYXJjaHwxM3x8aW5jaWRlbnQlMjByZXNwb25zZXxlbnwwfHx8fDE3MzI0NzQ3ODZ8MA&amp;ixlib=rb-4.0.3&amp;q=80&amp;w=1080" data-mce-style="aspect-ratio: 16/9;"></figure><h3>Challenges and Considerations</h3><p>AI in cybersecurity is promising. But it has challenges. One challenge is data privacy. AI systems need access to data. Organizations must ensure data is secure.</p><p>Another challenge is the complexity of AI systems. They require skilled professionals. Training and development are crucial. Organizations must invest in talent.</p><h2>The Future Outlook</h2><p>The future of AI in cybersecurity is bright. AI will continue to evolve. It will become more integrated into security systems. Organizations will benefit from enhanced protection.</p><p>AI will play a key role in cybersecurity strategies. Businesses must stay informed about trends. They should adopt AI solutions to stay secure.</p>

The Future of AI in Cybersecurity: Key Trends to Watch

<h2>Understanding the Intersection of Cybersecurity and AI</h2><p>As technology evolves, so do the threats we face. Cybersecurity and AI are two fields that have become intertwined. People must understand how AI is reshaping cybersecurity. This knowledge helps in adapting to new challenges.</p><figure id="figure-jczkekt5kpm3vq9p2j"><img id="jczkekt5kpm3vq9p2j" src="https://images.unsplash.com/photo-1567881248445-83ead68a44d8?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wyNjI5NjF8MHwxfHNlYXJjaHwyNnx8Y3liZXJzZWN1cml0eS1haXxlbnwwfHx8fDE3MzI0NjA1MjZ8MA&amp;ixlib=rb-4.0.3&amp;q=80&amp;w=1080" alt="cybersecurity-ai" class="object-cover bg-gray-100 rounded-lg md:rounded-xl lg:rounded-2xl" style="aspect-ratio: 16/9;" data-mce-src="https://images.unsplash.com/photo-1567881248445-83ead68a44d8?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wyNjI5NjF8MHwxfHNlYXJjaHwyNnx8Y3liZXJzZWN1cml0eS1haXxlbnwwfHx8fDE3MzI0NjA1MjZ8MA&amp;ixlib=rb-4.0.3&amp;q=80&amp;w=1080" data-mce-style="aspect-ratio: 16/9;"></figure><p>AI can enhance cybersecurity. It helps in detecting threats quickly. With AI, people can analyze vast amounts of data. This leads to better decision-making. But, AI also poses new risks. Cybercriminals can use AI to develop more sophisticated attacks.</p><h3>Benefits of AI in Cybersecurity</h3><p>AI brings several advantages to cybersecurity. First, it improves threat detection. AI systems can identify patterns that humans might miss. This early detection helps prevent attacks before they cause harm.</p><p>Second, AI automates routine tasks. This frees up cybersecurity experts to focus on more complex issues. Automation leads to increased efficiency and effectiveness.</p><figure id="figure-ihup7l99vm3vq9ruv"><img id="ihup7l99vm3vq9ruv" src="https://images.unsplash.com/photo-1625314887424-9f190599bd56?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wyNjI5NjF8MHwxfHNlYXJjaHw5fHxhaS1iZW5lZml0c3xlbnwwfHx8fDE3MzI0NjA1Mjl8MA&amp;ixlib=rb-4.0.3&amp;q=80&amp;w=1080" alt="ai-benefits" class="object-cover bg-gray-100 rounded-lg md:rounded-xl lg:rounded-2xl" style="aspect-ratio: 16/9;" data-mce-src="https://images.unsplash.com/photo-1625314887424-9f190599bd56?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wyNjI5NjF8MHwxfHNlYXJjaHw5fHxhaS1iZW5lZml0c3xlbnwwfHx8fDE3MzI0NjA1Mjl8MA&amp;ixlib=rb-4.0.3&amp;q=80&amp;w=1080" data-mce-style="aspect-ratio: 16/9;"></figure><h3>Challenges Posed by AI</h3><p>Despite its benefits, AI presents challenges. Cybercriminals can use AI to create more advanced threats. These threats can bypass traditional security measures.</p><p>AI systems themselves can be targets. Hackers might manipulate AI to make wrong decisions. This highlights the need for robust security measures in AI systems.</p><h3>Strategies for Enhancing Cybersecurity with AI</h3><p>To harness AI effectively, people need strategies. First, they should ensure AI systems are secure. This involves regular testing and updates. Security measures must be in place to protect AI from attacks.</p><figure id="figure-xjd2bsmxomm3vq9tqc"><img id="xjd2bsmxomm3vq9tqc" src="https://images.unsplash.com/photo-1571283056653-e9802feac258?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wyNjI5NjF8MHwxfHNlYXJjaHw5fHxzZWN1cml0eS1zdHJhdGVnaWVzfGVufDB8fHx8MTczMjQ2MDUzMnww&amp;ixlib=rb-4.0.3&amp;q=80&amp;w=1080" alt="security-strategies" class="object-cover bg-gray-100 rounded-lg md:rounded-xl lg:rounded-2xl" style="aspect-ratio: 16/9;" data-mce-src="https://images.unsplash.com/photo-1571283056653-e9802feac258?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wyNjI5NjF8MHwxfHNlYXJjaHw5fHxzZWN1cml0eS1zdHJhdGVnaWVzfGVufDB8fHx8MTczMjQ2MDUzMnww&amp;ixlib=rb-4.0.3&amp;q=80&amp;w=1080" data-mce-style="aspect-ratio: 16/9;"></figure><p>Second, collaboration is key. People should work together across industries. Sharing information and best practices helps in staying ahead of threats.</p><h3>The Future of Cybersecurity and AI</h3><p>The future holds promise and challenges. AI will continue to evolve. This evolution will bring new opportunities and risks. Staying informed and proactive is essential.</p><p>Investing in education is crucial. People need to learn about AI and cybersecurity. This knowledge empowers them to protect themselves and their organizations.</p><figure id="figure-rtbwvmxhpm3vq9vwi"><img id="rtbwvmxhpm3vq9vwi" src="https://images.unsplash.com/photo-1488229297570-58520851e868?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wyNjI5NjF8MHwxfHNlYXJjaHwxMHx8ZnV0dXJlLWN5YmVyc2VjdXJpdHl8ZW58MHx8fHwxNzMyNDYwNTM1fDA&amp;ixlib=rb-4.0.3&amp;q=80&amp;w=1080" alt="future-cybersecurity" class="object-cover bg-gray-100 rounded-lg md:rounded-xl lg:rounded-2xl" style="aspect-ratio: 16/9;" data-mce-src="https://images.unsplash.com/photo-1488229297570-58520851e868?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wyNjI5NjF8MHwxfHNlYXJjaHwxMHx8ZnV0dXJlLWN5YmVyc2VjdXJpdHl8ZW58MHx8fHwxNzMyNDYwNTM1fDA&amp;ixlib=rb-4.0.3&amp;q=80&amp;w=1080" data-mce-style="aspect-ratio: 16/9;"></figure><p>In conclusion, AI is a powerful tool in cybersecurity. It offers benefits but also introduces risks. By understanding these dynamics, people can better protect their digital assets.</p>

Cybersecurity in the Age of AI: Essential Insights

Cyberfacti Academy

Cyberfacti Academy is a digital space focused on Cybersecurity, AI, Deepfake Detection, and Coding. We help beginners and professionals grow their technical careers through practical insights and training

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The Ultimate Guide to Setting Up a Threat Intelligence Pr...

Strengthening Cyber Defenses: Why Vulnerability Managemen...

Deepfake KYC Attack

The Future of AI in Cybersecurity: Key Trends to Watch

Cybersecurity in the Age of AI: Essential Insights