{"id":51676,"date":"2025-08-13T10:30:00","date_gmt":"2025-08-13T10:30:00","guid":{"rendered":"https:\/\/www.devopsschool.com\/blog\/?p=51676"},"modified":"2026-02-21T07:49:58","modified_gmt":"2026-02-21T07:49:58","slug":"top-10-ndr-network-detection-and-response-tools-in-2025-features-pros-cons-comparison","status":"publish","type":"post","link":"https:\/\/www.devopsschool.com\/blog\/top-10-ndr-network-detection-and-response-tools-in-2025-features-pros-cons-comparison\/","title":{"rendered":"Top 10 NDR (Network Detection and Response) Tools in 2026: Features, Pros, Cons & Comparison"},"content":{"rendered":"\n
\"\"<\/figure>\n\n\n\n

Introduction<\/strong><\/h2>\n\n\n\n

In 2026<\/strong>, Network Detection and Response (NDR)<\/strong> tools are more critical than ever for organizations seeking to protect their networks from advanced cyber threats. These tools are designed to continuously monitor network traffic, detect suspicious activity, and respond to potential security breaches in real time. As cyberattacks become more sophisticated, organizations are increasingly relying on NDR solutions to proactively defend their networks against threats like ransomware<\/strong>, phishing<\/strong>, and insider threats<\/strong>.<\/p>\n\n\n\n

As the landscape of cyber threats continues to evolve, choosing the right NDR tool becomes essential for businesses that want to maintain robust security protocols. In 2026, users should consider advanced threat detection capabilities<\/strong>, real-time monitoring<\/strong>, ease of integration<\/strong>, AI and machine learning capabilities<\/strong>, and scalability<\/strong> when selecting an NDR tool.<\/p>\n\n\n\n

This blog post dives into the top 10 NDR tools<\/strong> in 2026, highlighting their key features<\/strong>, pros<\/strong>, cons<\/strong>, and how they stand out in the crowded field of cybersecurity.<\/p>\n\n\n\n

\n\n\n\n

Top 10 NDR (Network Detection and Response) Tools in 2026<\/strong><\/h2>\n\n\n\n

1. Darktrace<\/strong><\/h3>\n\n\n\n

Short Description:<\/strong>
Darktrace is an AI-driven network security tool<\/strong> that uses machine learning to detect and respond to cyber threats autonomously, making it a leader in the NDR space.<\/p>\n\n\n\n

Key Features:<\/strong><\/p>\n\n\n\n

    \n
  • Self-learning AI<\/strong> that adapts to network behavior.<\/li>\n\n\n\n
  • Real-time threat detection<\/strong> using machine learning.<\/li>\n\n\n\n
  • Autonomous response capabilities<\/strong> to mitigate threats.<\/li>\n\n\n\n
  • Visualizations<\/strong> of network activity for easy monitoring.<\/li>\n\n\n\n
  • Cloud and hybrid deployment<\/strong> options.<\/li>\n\n\n\n
  • Threat intelligence<\/strong> integration for better detection accuracy.<\/li>\n<\/ul>\n\n\n\n

    Pros:<\/strong><\/p>\n\n\n\n

      \n
    • Autonomous threat response<\/strong>, reducing the need for manual intervention.<\/li>\n\n\n\n
    • Highly adaptive<\/strong> and able to learn from network behavior over time.<\/li>\n\n\n\n
    • Comprehensive detection<\/strong> of internal and external threats.<\/li>\n<\/ul>\n\n\n\n

      Cons:<\/strong><\/p>\n\n\n\n

        \n
      • Can be expensive<\/strong> for small businesses.<\/li>\n\n\n\n
      • Initial setup<\/strong> might be complex for some users.<\/li>\n\n\n\n
      • Some users report false positives<\/strong> in threat detection.<\/li>\n<\/ul>\n\n\n\n
        \n\n\n\n

        2. Vectra AI<\/strong><\/h3>\n\n\n\n

        Short Description:<\/strong>
        Vectra AI focuses on advanced network traffic analysis<\/strong> using AI to detect, prioritize, and respond to cyber threats in real-time, providing a powerful NDR solution.<\/p>\n\n\n\n

        Key Features:<\/strong><\/p>\n\n\n\n

          \n
        • AI-driven threat detection<\/strong> using behavioral analysis.<\/li>\n\n\n\n
        • Automated incident prioritization<\/strong> for faster response.<\/li>\n\n\n\n
        • Integrates with SIEM<\/strong> and SOAR<\/strong> tools for enhanced threat response.<\/li>\n\n\n\n
        • Comprehensive visibility<\/strong> into cloud and on-premises environments.<\/li>\n\n\n\n
        • Endpoint and network-level threat detection<\/strong>.<\/li>\n\n\n\n
        • Real-time alerts<\/strong> and analytics for quick mitigation.<\/li>\n<\/ul>\n\n\n\n

          Pros:<\/strong><\/p>\n\n\n\n

            \n
          • AI-powered analytics<\/strong> offer more accurate threat detection.<\/li>\n\n\n\n
          • Fast deployment<\/strong> with seamless integration into existing systems.<\/li>\n\n\n\n
          • Excellent at detecting insider threats<\/strong> and advanced persistent threats (APTs).<\/li>\n<\/ul>\n\n\n\n

            Cons:<\/strong><\/p>\n\n\n\n

              \n
            • Pricing may be prohibitive<\/strong> for small businesses.<\/li>\n\n\n\n
            • Requires strong technical expertise<\/strong> to maximize features.<\/li>\n\n\n\n
            • Limited customization<\/strong> in some areas.<\/li>\n<\/ul>\n\n\n\n
              \n\n\n\n

              3. Cisco Stealthwatch<\/strong><\/h3>\n\n\n\n

              Short Description:<\/strong>
              Cisco Stealthwatch offers network visibility and security<\/strong> powered by machine learning, ideal for identifying advanced threats within complex IT environments.<\/p>\n\n\n\n

              Key Features:<\/strong><\/p>\n\n\n\n

                \n
              • Deep packet inspection<\/strong> for thorough network analysis.<\/li>\n\n\n\n
              • Machine learning-powered anomaly detection<\/strong>.<\/li>\n\n\n\n
              • Integration with Cisco\u2019s security suite<\/strong> for enhanced security coverage.<\/li>\n\n\n\n
              • Real-time monitoring<\/strong> of network traffic.<\/li>\n\n\n\n
              • Cloud and hybrid deployment<\/strong> options.<\/li>\n\n\n\n
              • Scalable solution<\/strong> for businesses of all sizes.<\/li>\n<\/ul>\n\n\n\n

                Pros:<\/strong><\/p>\n\n\n\n

                  \n
                • Comprehensive security<\/strong> with network-wide visibility.<\/li>\n\n\n\n
                • Strong integration<\/strong> with other Cisco products for cohesive security.<\/li>\n\n\n\n
                • Scalable<\/strong> and suitable for large enterprise networks.<\/li>\n<\/ul>\n\n\n\n

                  Cons:<\/strong><\/p>\n\n\n\n

                    \n
                  • The tool can be overwhelming<\/strong> for smaller IT teams.<\/li>\n\n\n\n
                  • Pricing<\/strong> may be high for SMBs.<\/li>\n\n\n\n
                  • Complex setup<\/strong> and configuration for initial use.<\/li>\n<\/ul>\n\n\n\n
                    \n\n\n\n

                    4. SolarWinds Security Event Manager (SEM)<\/strong><\/h3>\n\n\n\n

                    Short Description:<\/strong>
                    SolarWinds SEM provides real-time monitoring<\/strong> and log management<\/strong>, helping organizations identify and mitigate security threats across their network.<\/p>\n\n\n\n

                    Key Features:<\/strong><\/p>\n\n\n\n

                      \n
                    • Real-time log collection<\/strong> and analysis.<\/li>\n\n\n\n
                    • Automated responses<\/strong> for compliance and threat detection.<\/li>\n\n\n\n
                    • Network traffic monitoring<\/strong> to detect suspicious activity.<\/li>\n\n\n\n
                    • Easy integration<\/strong> with other SolarWinds tools.<\/li>\n\n\n\n
                    • Detailed reporting<\/strong> for security audits.<\/li>\n\n\n\n
                    • Scalability<\/strong> for small to large enterprises.<\/li>\n<\/ul>\n\n\n\n

                      Pros:<\/strong><\/p>\n\n\n\n

                        \n
                      • User-friendly interface<\/strong>, making it easy to use for non-experts.<\/li>\n\n\n\n
                      • Affordable pricing<\/strong> for small businesses.<\/li>\n\n\n\n
                      • Quick implementation<\/strong> and deployment.<\/li>\n<\/ul>\n\n\n\n

                        Cons:<\/strong><\/p>\n\n\n\n

                          \n
                        • Limited scalability<\/strong> for very large organizations.<\/li>\n\n\n\n
                        • Less advanced<\/strong> in AI-powered threat detection compared to competitors.<\/li>\n\n\n\n
                        • Some features require additional modules<\/strong> for full functionality.<\/li>\n<\/ul>\n\n\n\n
                          \n\n\n\n

                          5. Palo Alto Networks Cortex XDR<\/strong><\/h3>\n\n\n\n

                          Short Description:<\/strong>
                          Cortex XDR by Palo Alto Networks integrates network detection<\/strong> with endpoint protection<\/strong>, leveraging machine learning<\/strong> and AI<\/strong> to offer comprehensive security for enterprises.<\/p>\n\n\n\n

                          Key Features:<\/strong><\/p>\n\n\n\n

                            \n
                          • AI-powered threat detection<\/strong> across networks and endpoints.<\/li>\n\n\n\n
                          • Integrated with Palo Alto Networks’ firewalls<\/strong> and other security tools.<\/li>\n\n\n\n
                          • Real-time incident response<\/strong> with automated workflows.<\/li>\n\n\n\n
                          • Centralized management<\/strong> for visibility and control.<\/li>\n\n\n\n
                          • Cloud-native architecture<\/strong> for scalability.<\/li>\n\n\n\n
                          • Advanced analytics<\/strong> and machine learning<\/strong> capabilities.<\/li>\n<\/ul>\n\n\n\n

                            Pros:<\/strong><\/p>\n\n\n\n

                              \n
                            • Comprehensive security<\/strong> with both network and endpoint protection.<\/li>\n\n\n\n
                            • Seamless integration<\/strong> with other Palo Alto products.<\/li>\n\n\n\n
                            • Automated threat responses<\/strong> for faster remediation.<\/li>\n<\/ul>\n\n\n\n

                              Cons:<\/strong><\/p>\n\n\n\n

                                \n
                              • Costly solution<\/strong> for smaller businesses.<\/li>\n\n\n\n
                              • Requires significant resources<\/strong> to set up and manage.<\/li>\n\n\n\n
                              • Complex interface<\/strong> may be challenging for some users.<\/li>\n<\/ul>\n\n\n\n
                                \n\n\n\n

                                6. Exabeam<\/strong><\/h3>\n\n\n\n

                                Short Description:<\/strong>
                                Exabeam offers an advanced SIEM solution<\/strong> with NDR capabilities<\/strong>, providing users with actionable insights<\/strong> to detect, investigate, and respond to threats in real time.<\/p>\n\n\n\n

                                Key Features:<\/strong><\/p>\n\n\n\n

                                  \n
                                • Behavioral analytics<\/strong> for anomaly detection.<\/li>\n\n\n\n
                                • User and entity behavior analytics<\/strong> (UEBA) for identifying insider threats.<\/li>\n\n\n\n
                                • Advanced incident detection<\/strong> and management tools.<\/li>\n\n\n\n
                                • Integrates with existing SIEM<\/strong> platforms for enhanced threat monitoring.<\/li>\n\n\n\n
                                • Cloud-native architecture<\/strong> for flexibility and scalability.<\/li>\n\n\n\n
                                • Automated responses<\/strong> to mitigate threats faster.<\/li>\n<\/ul>\n\n\n\n

                                  Pros:<\/strong><\/p>\n\n\n\n

                                    \n
                                  • Intelligent analytics<\/strong> provide fast and accurate threat detection.<\/li>\n\n\n\n
                                  • Seamless integration<\/strong> with other security tools.<\/li>\n\n\n\n
                                  • Excellent at detecting insider threats<\/strong> and anomalous behavior<\/strong>.<\/li>\n<\/ul>\n\n\n\n

                                    Cons:<\/strong><\/p>\n\n\n\n

                                      \n
                                    • Pricing can be expensive<\/strong> for small businesses.<\/li>\n\n\n\n
                                    • Steep learning curve<\/strong> due to the complexity of the platform.<\/li>\n\n\n\n
                                    • Some features require additional modules<\/strong> for full functionality.<\/li>\n<\/ul>\n\n\n\n
                                      \n\n\n\n

                                      7. Fortinet FortiSIEM<\/strong><\/h3>\n\n\n\n

                                      Short Description:<\/strong>
                                      FortiSIEM by Fortinet is a comprehensive security information and event management (SIEM)<\/strong> tool that offers advanced NDR capabilities<\/strong> for threat detection and response.<\/p>\n\n\n\n

                                      Key Features:<\/strong><\/p>\n\n\n\n

                                        \n
                                      • Real-time network traffic monitoring<\/strong> for suspicious activity.<\/li>\n\n\n\n
                                      • AI-powered threat intelligence<\/strong> for fast response.<\/li>\n\n\n\n
                                      • Integration with Fortinet\u2019s security suite<\/strong> for enhanced protection.<\/li>\n\n\n\n
                                      • Automated incident management<\/strong> and response workflows.<\/li>\n\n\n\n
                                      • Cloud and hybrid deployment<\/strong> options for flexibility.<\/li>\n\n\n\n
                                      • Supports regulatory compliance<\/strong> with built-in reporting features.<\/li>\n<\/ul>\n\n\n\n

                                        Pros:<\/strong><\/p>\n\n\n\n

                                          \n
                                        • AI-driven threat detection<\/strong> for proactive security.<\/li>\n\n\n\n
                                        • Easy integration<\/strong> with Fortinet\u2019s other security products.<\/li>\n\n\n\n
                                        • Scalable<\/strong> solution for enterprises of all sizes.<\/li>\n<\/ul>\n\n\n\n

                                          Cons:<\/strong><\/p>\n\n\n\n

                                            \n
                                          • Pricing can be high<\/strong> for smaller businesses.<\/li>\n\n\n\n
                                          • Initial setup<\/strong> and configuration may be complex.<\/li>\n\n\n\n
                                          • Limited customization<\/strong> for specific use cases.<\/li>\n<\/ul>\n\n\n\n
                                            \n\n\n\n

                                            8. LogRhythm<\/strong><\/h3>\n\n\n\n

                                            Short Description:<\/strong>
                                            LogRhythm provides a comprehensive SIEM solution<\/strong> with advanced NDR<\/strong> capabilities, helping businesses detect and respond to cyber threats across their network and endpoints.<\/p>\n\n\n\n

                                            Key Features:<\/strong><\/p>\n\n\n\n

                                              \n
                                            • AI-driven analytics<\/strong> for fast threat detection.<\/li>\n\n\n\n
                                            • Real-time monitoring<\/strong> of network traffic and logs.<\/li>\n\n\n\n
                                            • Advanced search<\/strong> and investigation tools<\/strong> for incident management.<\/li>\n\n\n\n
                                            • Cloud-native architecture<\/strong> for scalability and flexibility.<\/li>\n\n\n\n
                                            • Compliance-ready<\/strong> with built-in reporting tools.<\/li>\n\n\n\n
                                            • Automated response workflows<\/strong> to mitigate threats.<\/li>\n<\/ul>\n\n\n\n

                                              Pros:<\/strong><\/p>\n\n\n\n

                                                \n
                                              • Comprehensive security coverage<\/strong> for all areas of the network.<\/li>\n\n\n\n
                                              • User-friendly interface<\/strong> for easier threat management.<\/li>\n\n\n\n
                                              • Fast threat detection<\/strong> with AI-powered insights.<\/li>\n<\/ul>\n\n\n\n

                                                Cons:<\/strong><\/p>\n\n\n\n

                                                  \n
                                                • Expensive<\/strong> for small and mid-sized organizations.<\/li>\n\n\n\n
                                                • Advanced features<\/strong> may require a learning curve.<\/li>\n\n\n\n
                                                • Limited integration<\/strong> with some third-party tools.<\/li>\n<\/ul>\n\n\n\n
                                                  \n\n\n\n

                                                  9. Sumo Logic<\/strong><\/h3>\n\n\n\n

                                                  Short Description:<\/strong>
                                                  Sumo Logic offers a cloud-based security analytics platform<\/strong> that integrates NDR capabilities with real-time data monitoring<\/strong>, providing visibility and insights into potential threats.<\/p>\n\n\n\n

                                                  Key Features:<\/strong><\/p>\n\n\n\n

                                                    \n
                                                  • Cloud-native solution<\/strong> for scalability and flexibility.<\/li>\n\n\n\n
                                                  • Real-time log and network traffic monitoring<\/strong>.<\/li>\n\n\n\n
                                                  • AI-powered analytics<\/strong> to detect anomalous behavior and security breaches.<\/li>\n\n\n\n
                                                  • Customizable dashboards<\/strong> and reporting tools.<\/li>\n\n\n\n
                                                  • Integrates with cloud infrastructure<\/strong> and other security platforms.<\/li>\n\n\n\n
                                                  • Automated incident response<\/strong> for quicker threat mitigation.<\/li>\n<\/ul>\n\n\n\n

                                                    Pros:<\/strong><\/p>\n\n\n\n

                                                      \n
                                                    • Scalable cloud-native architecture<\/strong> for flexible deployment.<\/li>\n\n\n\n
                                                    • Excellent real-time monitoring<\/strong> and anomaly detection<\/strong>.<\/li>\n\n\n\n
                                                    • Great integration<\/strong> with cloud-based platforms and other security tools.<\/li>\n<\/ul>\n\n\n\n

                                                      Cons:<\/strong><\/p>\n\n\n\n

                                                        \n
                                                      • Can be expensive<\/strong> for small businesses.<\/li>\n\n\n\n
                                                      • Complexity<\/strong> may overwhelm users without technical expertise.<\/li>\n\n\n\n
                                                      • Limited customization<\/strong> options for advanced use cases.<\/li>\n<\/ul>\n\n\n\n
                                                        \n\n\n\n

                                                        10. CyberArk<\/strong><\/h3>\n\n\n\n

                                                        Short Description:<\/strong>
                                                        CyberArk specializes in privileged access management (PAM)<\/strong> and NDR<\/strong>, providing advanced security<\/strong> for sensitive network assets and credentials in large enterprises.<\/p>\n\n\n\n

                                                        Key Features:<\/strong><\/p>\n\n\n\n

                                                          \n
                                                        • Privileged account management<\/strong> for network security.<\/li>\n\n\n\n
                                                        • Advanced NDR capabilities<\/strong> for threat detection and response.<\/li>\n\n\n\n
                                                        • Real-time monitoring<\/strong> of privileged access activities.<\/li>\n\n\n\n
                                                        • Automated alerts and reports<\/strong> for better compliance.<\/li>\n\n\n\n
                                                        • Integration with other SIEM<\/strong> platforms for enhanced security.<\/li>\n\n\n\n
                                                        • Cloud and on-premise<\/strong> deployment options.<\/li>\n<\/ul>\n\n\n\n

                                                          Pros:<\/strong><\/p>\n\n\n\n

                                                            \n
                                                          • Great for managing privileged accounts<\/strong> and sensitive access.<\/li>\n\n\n\n
                                                          • Comprehensive security<\/strong> with threat detection and response capabilities.<\/li>\n\n\n\n
                                                          • Easy integration<\/strong> with other cybersecurity tools.<\/li>\n<\/ul>\n\n\n\n

                                                            Cons:<\/strong><\/p>\n\n\n\n

                                                              \n
                                                            • Specialized focus<\/strong> on privileged accounts rather than general network monitoring.<\/li>\n\n\n\n
                                                            • Can be expensive<\/strong> for smaller businesses.<\/li>\n\n\n\n
                                                            • Complicated setup<\/strong> for advanced configurations.<\/li>\n<\/ul>\n\n\n\n
                                                              \n\n\n\n

                                                              Comparison Table: Top 10 NDR Tools in 2026<\/strong><\/h2>\n\n\n\n
                                                              Tool Name<\/th>Best For<\/th>Platform(s) Supported<\/th>Standout Feature<\/th>Pricing<\/th>G2\/Capterra Rating<\/th><\/tr><\/thead>
                                                              Darktrace<\/strong><\/td>Enterprises, professionals<\/td>Windows, Mac, Linux<\/td>Autonomous threat response<\/td>Custom<\/td>4.8\/5<\/td><\/tr>
                                                              Vectra AI<\/strong><\/td>Large organizations<\/td>Windows, Mac, Linux<\/td>AI-driven detection & response<\/td>Custom<\/td>4.7\/5<\/td><\/tr>
                                                              Cisco Stealthwatch<\/strong><\/td>Enterprises, SMBs<\/td>Windows, Mac, Linux<\/td>Deep packet inspection<\/td>Custom<\/td>4.5\/5<\/td><\/tr>
                                                              SolarWinds SEM<\/strong><\/td>Small to medium businesses<\/td>Windows, Mac, Linux<\/td>Real-time log collection<\/td>Starts at $1,500\/year<\/td>4.4\/5<\/td><\/tr>
                                                              Cortex XDR<\/strong><\/td>Large enterprises<\/td>Windows, Mac, Linux<\/td>Integrated endpoint protection<\/td>Starts at $3,000\/year<\/td>4.6\/5<\/td><\/tr>
                                                              Exabeam<\/strong><\/td>Advanced organizations<\/td>Windows, Mac, Linux<\/td>Behavioral analytics<\/td>Custom<\/td>4.5\/5<\/td><\/tr>
                                                              Fortinet FortiSIEM<\/strong><\/td>SMBs, enterprises<\/td>Windows, Mac, Linux<\/td>AI-powered threat intelligence<\/td>Custom<\/td>4.3\/5<\/td><\/tr>
                                                              LogRhythm<\/strong><\/td>Mid to large enterprises<\/td>Windows, Mac, Linux<\/td>Advanced search & incident response<\/td>Starts at $3,000\/year<\/td>4.4\/5<\/td><\/tr>
                                                              Sumo Logic<\/strong><\/td>Cloud-native organizations<\/td>Windows, Mac, Linux<\/td>Real-time data monitoring<\/td>Custom<\/td>4.5\/5<\/td><\/tr>
                                                              CyberArk<\/strong><\/td>Privileged access security<\/td>Windows, Mac, Linux<\/td>Privileged account management<\/td>Custom<\/td>4.4\/5<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
                                                              \n\n\n\n

                                                              Which NDR Tool is Right for You?<\/strong><\/h2>\n\n\n\n

                                                              For Large Enterprises and Professionals:<\/strong><\/h3>\n\n\n\n
                                                                \n
                                                              • Darktrace<\/strong>, Vectra AI<\/strong>, and Cortex XDR<\/strong> are great for enterprises requiring AI-driven threat detection<\/strong>, advanced incident response<\/strong> tools, and scalability<\/strong>.<\/li>\n<\/ul>\n\n\n\n

                                                                For Small to Medium Businesses (SMBs):<\/strong><\/h3>\n\n\n\n
                                                                  \n
                                                                • SolarWinds SEM<\/strong>, LogRhythm<\/strong>, and Fortinet FortiSIEM<\/strong> are ideal for SMBs needing cost-effective<\/strong> yet powerful security solutions<\/strong>.<\/li>\n<\/ul>\n\n\n\n

                                                                  For Specialized Use-Cases:<\/strong><\/h3>\n\n\n\n
                                                                    \n
                                                                  • CyberArk<\/strong> is the go-to tool for privileged access management<\/strong>, while Exabeam<\/strong> excels at detecting insider threats<\/strong> using behavioral analytics<\/strong>.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

                                                                    Introduction In 2026, Network Detection and Response (NDR) tools are more critical than ever for organizations seeking to protect their networks from advanced cyber threats. These tools are designed to continuously monitor network traffic, detect suspicious activity, and respond to potential security breaches in real time. As cyberattacks become more sophisticated, organizations are increasingly relying…<\/p>\n","protected":false},"author":18,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","_joinchat":[],"footnotes":""},"categories":[2],"tags":[7134,10329,10328,9753,9432,10330],"class_list":["post-51676","post","type-post","status-publish","format-standard","hentry","category-uncategorised","tag-cybersecurity","tag-cybersecuritysolutions","tag-ndrtools","tag-networkprotection","tag-threatdetection","tag-topndrtools"],"_links":{"self":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/51676","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/users\/18"}],"replies":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/comments?post=51676"}],"version-history":[{"count":5,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/51676\/revisions"}],"predecessor-version":[{"id":59395,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/51676\/revisions\/59395"}],"wp:attachment":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/media?parent=51676"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/categories?post=51676"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/tags?post=51676"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}