{"id":9176,"date":"2026-08-18T18:02:51","date_gmt":"2026-08-18T18:02:51","guid":{"rendered":"https:\/\/cybersecurityinfocus.com\/?p=9176"},"modified":"2026-08-18T18:02:51","modified_gmt":"2026-08-18T18:02:51","slug":"what-to-expect-from-an-edr-rollout-deployment-considerations-costs-and-roi","status":"publish","type":"post","link":"https:\/\/cybersecurityinfocus.com\/?p=9176","title":{"rendered":"What to Expect from an EDR Rollout: Deployment Considerations, Costs, and ROI"},"content":{"rendered":"<div class=\"elementor elementor-44771\">\n<div class=\"elementor-element elementor-element-7b67defd e-ecs-flex e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-5ea38656 ha-has-bg-overlay elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h2 class=\"elementor-heading-title elementor-size-default\">Key Takeaways<\/h2>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-51f6aec4 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\">\n<div class=\"elementor-widget-container\">\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Ensure a successful EDR rollout by creating endpoint inventory, preparing the infrastructure, configuring policies, and deploying in stages.<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Know the characteristics of cloud, on-premises and hybrid deployments and understand which ones best meet your security and compliance requirements.<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Know the real cost of EDR deployment, from licensing, deployment, infrastructure, integration, training, to operations.<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Track EDR ROI beyond threat prevention, including lower incident costs, more efficient analysts, less downtime, and better compliance.<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Discover how Fidelis Endpoint\u00ae delivers enterprise-level security through ongoing monitoring, automated response, endpoint forensics and integration with the security ecosystem.<\/span><\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-8b7bb35 e-ecs-flex e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-cf16416 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>The number of new threats in the cyber world is growing at an alarming rate, and endpoint security is one of the biggest concerns for all businesses, irrespective of the size. While traditional anti-virus products are designed to stop known threats, Endpoint Detection and Response (EDR) continuously monitors and analyzes behavior, detects threats, and automatically responds to them as well, giving security teams the ability to identify and neutralize very advanced threats before they can spread and have a harmful impact.<\/p>\n<p>But deploying EDR isn\u2019t as simple as installing software on endpoints. The key to successful EDR deployment is careful planning, a phased rollout, integration with existing security tools, and ongoing optimization. Organizations must also know the anticipated deployment time, impact of implementation, and the quantifiable business benefit that helps achieve a successful EDR ROI. This guide outlines what organizations can expect, the available deployment options for EDR on mixed operating systems, deployment timelines, costs, and how to gauge the success of an EDR deployment.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-cec1917 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h2 class=\"elementor-heading-title elementor-size-default\">Key Deployment Considerations<\/h2>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-316f3d7 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>A successful EDR rollout requires more than installing agents across endpoints. Organizations need to assess their existing environment, endpoint coverage, infrastructure, security processes, and integration requirements before deployment. Planning these factors in advance helps minimize deployment disruptions, avoid coverage gaps, and ensure that EDR policies and workflows align with the organization\u2019s security objectives. The following considerations can help organizations prepare for a successful EDR rollout.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-da5d00a elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">1. Build a Comprehensive Endpoint Inventory<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-6d2a67e elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Defining all the endpoints that need protection is the first step in any EDR deployment strategy. There are many devices that can be spread across several locations, whether they\u2019re employee laptops, desktops, virtual machines, cloud workloads, or remote devices. If there is no complete endpoint inventory, then critical systems can go unprotected, providing blind spots attackers can exploit. Endpoint data, including OS, endpoint health, endpoint management status, and endpoint ownership, should be verified prior to deployment to ensure full visibility.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-bd2c1ab elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">2. Assess Infrastructure and Network Readiness<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-2e75ecb elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>An endpoint deployment generates a lot of endpoint telemetry, which needs to be securely transmitted, processed, and stored. Before implementing <a href=\"https:\/\/fidelissecurity.com\/threatgeek\/endpoint-security\/fidelis-endpoint-agent-capabilities\/\">EDR agents<\/a>, organizations need to consider the bandwidth requirements, capacity, authentication systems, internet connection, and endpoint management solution. While on-premises deployments can involve extra servers, databases, and maintenance needs, cloud-native EDR platforms often minimize infrastructure needs.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-4c1c379 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">3. Define Security Policies Before Deployment<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-9edaaa8 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Before deploying EDR, organizations should define and configure appropriate detection and response policies. Poorly tuned detection rules and response configurations can generate excessive alerts, increase false positives, or trigger unnecessary automated actions. Organizations should establish policies for malware detection, <a href=\"https:\/\/fidelissecurity.com\/threatgeek\/network-security\/using-behavioral-analytics-to-spot-hidden-threats\/\">behavioral analytics<\/a>, endpoint isolation, incident escalation, and investigation of workflows. These policies should align with existing security operations processes to provide actionable alerts while minimizing unnecessary operational overhead.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-064af94 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">4. Plan for Integration Across the Security Stack<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-1027dfb elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>EDR is not a one-size-fits-all solution but rather should be layered with additional security technologies. When planning for deployment, organizations should also consider integrating with a security information and event management (SIEM) system, security orchestration, automation, and response (SOAR) system, identity and access management (IAM), <a href=\"https:\/\/fidelissecurity.com\/use-case\/vulnerability-management\/\">vulnerability management<\/a> platforms, and an email security solution and threat intelligence feeds. These integrations provide centralized visibility, automated workflows and quicker incident response times, and minimize manual investigation time.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-eb6d4a6 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">5. Adopt a Phased Rollout Strategy<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-6773201 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Implementing EDR at an enterprise level should be done in stages and not all at once. Most organizations begin with a pilot deployment involving IT and security teams, followed by the selected business units and eventually the entire organization. This pragmatic approach enables teams to determine compatibility challenges, fine-tune policies, minimize disruption, and validate endpoint performance before the end-to-end rollout.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-9637b9a elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h2 class=\"elementor-heading-title elementor-size-default\">What to Expect During a Typical EDR Rollout<\/h2>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-0a7dc15 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>An EDR rollout is a phased process rather than a single installation. The exact timeline depends on the number and type of endpoints, operating systems, deployment model, existing endpoint management tools, and the organization\u2019s security requirements. A typical rollout involves planning and assessment, pilot deployment, policy tuning, broader deployment, and ongoing optimization.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-30259a4 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">Phase 1: Assessment and Planning<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-5d43336 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Before deploying EDR agents, security teams should establish an accurate endpoint of inventory and identify the systems that require protection. This includes understanding operating systems, endpoint ownership, business-critical assets, existing <a href=\"https:\/\/fidelissecurity.com\/threatgeek\/deception\/active-deception-validate-security-controls-in-modern-environments\/\">security controls<\/a>, and any devices that may require special deployment considerations.<\/p>\n<p>Teams should also define deployment goals, security policies, response procedures, and integration requirements. Establishing these requirements upfront helps prevent coverage gaps and reduces disruption during deployment.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-84ba580 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">Phase 2: Pilot Deployment<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-e0a0e0e elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Organizations typically begin with a limited group of endpoints rather than deploying the EDR agent across the entire environment at once. The pilot can include representative systems from IT, security, and different business units. During this phase, teams can evaluate endpoint performance, telemetry collection, detection of quality, policy behavior, and compatibility with existing applications and security controls. The pilot also provides an opportunity to identify and resolve deployment issues before expanding coverage.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-6b7b226 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">Phase 3: Policy Configuration and Tuning<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-2d01448 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Once the pilot is running, security teams can establish appropriate <a href=\"https:\/\/fidelissecurity.com\/threatgeek\/threat-detection-response\/what-is-threat-detection-and-response\/\">detection and response<\/a> policies and tune them based on observed activity. This may include adjusting behavioral detection rules, configuring automated response actions, defining exclusions where necessary, and integrating EDR alerts with existing SOC workflows. This tuning stage is important because policies that are too restrictive can disrupt legitimate business activity, while policies that are too permissive may generate unnecessary alerts.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-4413d46 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">Phase 4: Phased Production Rollout<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-6ed6f0f elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>After the pilot has been validated, organizations can progressively deploy EDR across the remaining endpoints. A phased rollout allows teams to prioritize critical systems, remote endpoints, servers, or other high-value assets while monitoring deployment of health and detection performance. Organizations should track deployment coverage and confirm that endpoints are actively reporting telemetry before considering the rollout complete. This helps identify unmanaged or disconnected endpoints that could otherwise create visibility gaps.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-79641b7 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">Phase 5: Ongoing Monitoring and Optimization<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-b5c8cb9 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>EDR deployment does not end when the agents are installed. Security teams should continuously review detection performance, investigate alerts, tune policies, update integrations, and assess endpoint coverage. Regular reviews can help reduce unnecessary alerts, improve detection quality, and ensure the <a href=\"https:\/\/fidelissecurity.com\/solutions\/endpoint-detection-and-response-edr-solution\/\">EDR platform<\/a> continues to align with changes in the organization\u2019s environment.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-9b79dd2 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h2 class=\"elementor-heading-title elementor-size-default\">What Deployment Models Are Available?<\/h2>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-a86447e elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p><strong>One of the most frequently asked questions organizations have been:<\/strong> How should EDR be deployed across environments with different operating systems and infrastructure requirements?<\/p>\n<p>Usually, modern EDR solutions offer a choice of 3 deployment models, depending on the requirements of operations and compliance of the organization.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-5251cc1 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">1. Cloud-Based Deployment<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-58f1d88 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>One option for deployment is <a href=\"https:\/\/fidelissecurity.com\/cybersecurity-101\/endpoint-security\/effective-cloud-based-endpoint-protection-capabilities\/\">cloud-based EDR<\/a> platforms that are managed via a vendor-hosted console. Infrastructure management is handled by the provider, allowing organizations to benefit from automatic updates, centralized management, scalability, and simplified support for distributed workforces. This type of model is especially appealing to companies that want to deploy with minimal overhead and quickly.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-e26fe5e elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">2. On-Premises Deployment<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-de0ae5f elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>For highly regulated organizations, on-premises deployments might be preferred because they\u2019re able to maintain full control over security infrastructure and data storage. While this provides more control and compliance benefits, it also requires more investment in servers and storage, maintenance, and internal administration.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-ff8d9ee elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">3. Hybrid Deployment<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-9ae8f94 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Several organizations adopt a hybrid deployment model that combines cloud and on-premises environments.<\/p>\n<p>Hybrid deployments are especially beneficial for enterprises that have legacy infrastructure, branch locations, regulatory requirements, or are moving to the cloud step-by-step. It is designed to be flexible yet still enables companies to modernize security operations at their own speed.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-5c08245f e-con-full e-ecs-flex e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\">\n<div class=\"elementor-element elementor-element-5740fdc7 e-con-full e-ecs-flex e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\">\n<div class=\"elementor-element elementor-element-523ccb45 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<div class=\"elementor-heading-title elementor-size-default\">Hybrid Infrastructure, Hidden<br \/>\nRisk: The Visibility Problem<br \/>\nCISOs Must Address<\/div>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-31bbf492 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\">\n<div class=\"elementor-widget-container\">\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Monitoring Across Hybrid IT Infrastructure<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Asset Awareness in Distributed Hybrid Environments<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Security Controls Across Hybrid Networks<\/span><\/p><\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-74d7d1d5 elementor-widget elementor-widget-button\">\n<div class=\"elementor-widget-container\">\n<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/fidelissecurity.com\/resource\/whitepaper\/hybrid-infrastructure-risks-and-security\/\"><br \/>\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\"><br \/>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Read the Guide<\/span><br \/>\n\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-129addb4 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-ecs-flex e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\">\n<div class=\"elementor-element elementor-element-5dcd6524 elementor-widget elementor-widget-image\">\n<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-c60660b elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h2 class=\"elementor-heading-title elementor-size-default\">Understanding EDR Deployment Costs<\/h2>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-a22939d elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>The cost of an EDR rollout extends beyond software licensing. Organizations may also need to account for implementation, infrastructure, integration, training, migration, and ongoing operational costs. Understanding these factors upfront helps organizations build a realistic budget and avoid unexpected expenses during deployment.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-8bc5566 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">1. Software Licensing<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-da1b3a0 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Most EDR vendors use subscription-based pricing, typically based on the number of endpoints, users, or servers. Costs vary depending on the deployment size, features, and whether the solution is cloud-based or on-premises. Advanced capabilities such as managed detection and response (MDR), <a href=\"https:\/\/fidelissecurity.com\/use-case\/threat-intelligence\/\">threat intelligence<\/a>, AI-driven analytics, and extended data retention may also increase subscription costs.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-a530144 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">2. Implementation and Deployment<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-e6e9e43 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>EDR deployment may require agent installation, policy configuration, system validation, and security policy tuning. Organizations with limited internal expertise may also incur costs for professional services or security consultants.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-69334cb elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">3. Infrastructure<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-6afef49 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Infrastructure costs depend on the deployment model. Cloud-based EDR solutions typically require minimal on-premises infrastructure because the provider manages storage, updates, and platform maintenance. On-premises deployments may require additional investment in servers, storage, databases, networking, backup infrastructure, and maintenance.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-e7ecee0 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">4. Integration<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-e305bf9 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Integrating EDR with existing security and IT tools, such as SIEM, SOAR, identity management, and threat intelligence platforms, may require additional configuration and engineering resources. Integration costs can vary depending on the complexity of the existing security environment.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-abe79df elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">5. Training and Change Management<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-29bdf5a elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Security teams need training to use the EDR platform effectively, investigate detections, and manage <a href=\"https:\/\/fidelissecurity.com\/threatgeek\/threat-detection-response\/automated-incident-response-in-cyber-defense\/\">automated response<\/a> capabilities. Organizations will also need to update security workflows and processes as part of the rollout.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-ca4d543 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">6. Migration<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-f31c9f8 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Replacing or running alongside legacy endpoint security solutions can introduce additional costs. These may include migration planning, agent removal, policy conversion, testing, and validation to ensure that endpoint protection remains continuous during the transition.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-2cdf825 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">7. Ongoing Operational Costs<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-b9e70aa elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>EDR requires ongoing management after deployment. Organizations should account for costs associated with monitoring, policy tuning, alert investigation, platform maintenance, <a href=\"https:\/\/fidelissecurity.com\/use-case\/threat-hunting\/\">threat hunting<\/a>, support, and periodic reviews of endpoint coverage and detection performance.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-b1bc827 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h2 class=\"elementor-heading-title elementor-size-default\">What ROI Should Organizations Expect?<\/h2>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-6b0d94a elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p><strong>A common question during security planning is:<\/strong> <em><strong>What deployment considerations and ROI should I expect from an EDR rollout?<\/strong><\/em><\/p>\n<p>The return on investment (ROI) from deploying EDR extends far beyond just preventing malware infections. While preventing cyberattacks is one of the key benefits organizations can achieve, EDR also delivers long-term value through improved operational efficiency, reduced business disruption, and greater security visibility. Organizations can measure this value using metrics such as mean time to detect (MTTD), mean time to investigate (MTTI), and mean time to respond or contain (MTTR).<\/p>\n<p>Other useful measures include the number of incidents contained before lateral movement, analyst hours spent per investigation, the percentage of response actions automated, false-positive or low-value alert rates, endpoint coverage percentage, and incident-related downtime. Tracking these metrics over time can help organizations quantify EDR\u2019s impact on security operations and demonstrate its ROI.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-d3c1406 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">1. Earlier Threat Detection and Reduced Incident Costs<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-96215dd elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Continuous endpoint monitoring enables <a href=\"https:\/\/fidelissecurity.com\/threatgeek\/xdr-security\/deception-based-early-threat-detection-in-xdr\/\">earlier threat detection<\/a> in the attack lifecycle, thereby decreasing the dwell time of the attacker. If incidents are caught early, organizations can more quickly prevent events from spreading across the network, limit data loss and prevent systems from being compromised or infected by ransomware and minimize the cost of recovery. In many cases, the cost of deploying EDR is far lower than the cost of recovering from a major cyber incident.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-b66e311 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">2. Increased Security Team Efficiency<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-59f0d42 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Modern EDR solutions automatically identify suspicious activities, <a href=\"https:\/\/fidelissecurity.com\/cybersecurity-101\/endpoint-security\/endpoint-isolation-and-containment\/\">isolate a compromised endpoint<\/a>, terminate a threatening process and offer remediation guidance, among other features, to simplify threat investigations and response. This reduces repetitive tasks and false positives, allowing security analysts to concentrate on higher-priority threats and investigations. Thus, organizations can improve their security operations without having to pay increased manpower costs.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-90ea0c4 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">3. Reduced Downtime and Business Disruption<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-b9f2436 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Cyber incidents can cause significant downtime that is detrimental to an operation. EDR can detect and contain threats at their earliest opportunity, which keeps business operations going and minimizes the loss of productivity resulting from ransomware, malware, or unauthorized access. The quick recovery and seamless operations are especially beneficial for businesses in healthcare, manufacturing, financial, and retail industries.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-750b028 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">4. Improved Compliance and Audit Readiness<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-0251bbf elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Various regulatory requirements and security frameworks call organizations to maintain security monitoring, audit records, and incident detection and response capabilities. For example, the <a href=\"https:\/\/fidelissecurity.com\/cybersecurity-101\/network-security\/hipaa-security-requirements-in-healthcare\/\">HIPAA Security<\/a> Rule requires covered entities and business associates to implement audit controls that record and examine activity in systems containing electronic protected health information, as well as procedures for identifying, responding to, and documenting security incidents.<\/p>\n<p>Similarly, NIST guidance emphasizes continuous monitoring to provide visibility into assets, threats, <a href=\"https:\/\/fidelissecurity.com\/vulnerabilities\/\">vulnerabilities<\/a>, and the effectiveness of security controls, while its current incident response guidance highlights the importance of effective incident detection, response, and recovery.<\/p>\n<p>EDR can support these requirements by providing centralized endpoint telemetry, security event records, forensic information, and incident details that help organizations investigate activity and demonstrate their security processes during audits. This can reduce the time and effort required to gather evidence for assessments and improve overall security governance.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-940fb8f elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\">5. Better Visibility and Smarter Security Decisions<\/h3>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-2bcd524 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>EDR provides a unified view of endpoints, giving security teams visibility into vulnerable devices, outdated software, unauthorized applications, and suspicious endpoint activity. This visibility provides organizations with the data they need to prioritize remediation, <a href=\"https:\/\/fidelissecurity.com\/threatgeek\/xdr-security\/cyber-risk-management-with-xdr-technology\/\">improve risk management<\/a>, and make informed security decisions.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-4642d6e elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h2 class=\"elementor-heading-title elementor-size-default\">Why Choose Fidelis Endpoint\u00ae?<\/h2>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-543f03d elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>Fidelis Endpoint\u00ae is an advanced EDR solution that integrates endpoint visibility, threat detection, and automated response to enhance security teams\u2019 ability to detect and counter sophisticated attacks. Key capabilities include:<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-343dfd3 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\">\n<div class=\"elementor-widget-container\">\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Real-time endpoint monitoring for detection of suspicious behavior.<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Advanced signature-less threat detection through behavior to identify fileless attacks and ransomware.<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Automated response features like endpoint isolation and process termination to instantly isolate threats and reduce business impact.<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><a href=\"https:\/\/fidelissecurity.com\/use-case\/endpoint-forensics-investigation\/\">Advanced endpoint forensics<\/a> with historical telemetry and detailed investigation information to enable quicker incident response.<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Single-agent architecture for deployment and management of Windows, Linux and macOS endpoints<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Cloud, on-premises, and hybrid deployment options to support a variety of operational and compliance needs.<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Seamless integration with SIEM, SOAR, threat intelligence, and other security tools for centralized visibility and automated workflows.<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">In-built <a href=\"https:\/\/fidelissecurity.com\/solutions\/deception\/\">deception technology<\/a> that enables early detection of attackers by identifying malicious activity before assets are compromised.<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Scalable enterprise security for distributed workforces, remote endpoints, and complex IT infrastructures.<\/span><\/p><\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-411e7c3a e-con-full e-ecs-flex e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\">\n<div class=\"elementor-element elementor-element-7ea6d8e4 e-con-full e-ecs-flex e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\">\n<div class=\"elementor-element elementor-element-3ba66456 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<div class=\"elementor-heading-title elementor-size-default\">Fidelis Endpoint\u00ae: A Technical Deep Dive<\/div>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-3c4fc7c9 elementor-icon-list--layout-inline elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\">\n<div class=\"elementor-widget-container\">\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">How Fidelis Prevent, Detect, and Respond<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Threat Prevention and Intelligence<\/span><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Investigating, Hunting, and Forensics<\/span><\/p><\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-6816e5d elementor-widget elementor-widget-button\">\n<div class=\"elementor-widget-container\">\n<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/fidelissecurity.com\/resource\/whitepaper\/endpoint-technical-dive\/\"><br \/>\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\"><br \/>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Read Technical Brief<\/span><br \/>\n\t\t\t\t\t<\/span><br \/>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-4ec984c6 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-ecs-flex e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\">\n<div class=\"elementor-element elementor-element-7ca7f2e8 elementor-widget elementor-widget-image\">\n<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/fidelissecurity.com\/resource\/whitepaper\/endpoint-technical-dive\/\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-7a75db0 elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>These features help organizations enhance endpoint security, fasten threat detection and response, and boost the overall cyber resilience while streamlining security operations.<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-b0d4810 elementor-widget elementor-widget-heading\">\n<div class=\"elementor-widget-container\">\n<h2 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h2>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-a018cea elementor-widget elementor-widget-text-editor\">\n<div class=\"elementor-widget-container\">\n<p>An effective EDR deployment strategy helps organizations detect, investigate, and respond to the cyber threats they face. By planning the deployment step, selecting the appropriate deployment model, integrating current security technologies, and deploying in stages, organizations can minimize implementation issues and maximize the benefits of security.<\/p>\n<p>Whether protecting hundreds or thousands of endpoints, businesses can benefit from having a well-defined EDR deployment plan, leading to more visibility, quicker incident response, better protection of critical assets like active Directory domain controllers, and a tangible ROI for EDR. With continual monitoring and regular performance reviews, an endpoint detection and response (EDR) solution can be optimized to improve threat detection and response.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-6a10b922 e-ecs-flex e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-2146542 keepExploring elementor-widget elementor-widget-related_posts\">\n<div class=\"elementor-widget-container\">\n<div class=\"related-posts-widget-wrapper\">\n<div class=\"related-posts-wrapper\">\n<p>Key technical terms mentioned in this article are linked below for further exploration:<\/p>\n<div class=\"ecs-posts elementor-posts-container elementor-posts\"><a href=\"https:\/\/fidelissecurity.com\/glossary\/hybrid-infrastructure\/\">Hybrid Infrastructure<\/a><a href=\"https:\/\/fidelissecurity.com\/glossary\/unauthorized-access\/\">Unauthorized Access<\/a><a href=\"https:\/\/fidelissecurity.com\/glossary\/edr\/\">EDR<\/a><a href=\"https:\/\/fidelissecurity.com\/glossary\/endpoint-management\/\">Endpoint Management<\/a><a href=\"https:\/\/fidelissecurity.com\/glossary\/threat-detection\/\">Threat Detection<\/a><a href=\"https:\/\/fidelissecurity.com\/glossary\/soar\/\">SOAR<\/a><a href=\"https:\/\/fidelissecurity.com\/glossary\/siem\/\">SIEM<\/a><a href=\"https:\/\/fidelissecurity.com\/glossary\/dwell-time\/\">Dwell time<\/a><a href=\"https:\/\/fidelissecurity.com\/glossary\/alert-fatigue\/\">Alert fatigue<\/a><a href=\"https:\/\/fidelissecurity.com\/glossary\/tdir\/\">TDIR<\/a><a href=\"https:\/\/fidelissecurity.com\/glossary\/blindspot\/\">Blindspot<\/a><a href=\"https:\/\/fidelissecurity.com\/glossary\/behavioral-analytics\/\">Behavioral Analytics\u200b<\/a><a href=\"https:\/\/fidelissecurity.com\/glossary\/vulnerability\/\">Vulnerability<\/a><a href=\"https:\/\/fidelissecurity.com\/glossary\/attack-surface\/\">Attack Surface<\/a><a href=\"https:\/\/fidelissecurity.com\/glossary\/false-positive\/\">False Positive<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>The post <a href=\"https:\/\/fidelissecurity.com\/threatgeek\/endpoint-security\/edr-deployment-guide\/\">What to Expect from an EDR Rollout: Deployment Considerations, Costs, and ROI<\/a> appeared first on <a href=\"https:\/\/fidelissecurity.com\/\">Fidelis Security<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>Key Takeaways Ensure a successful EDR rollout by creating endpoint inventory, preparing the infrastructure, configuring policies, and deploying in stages. Know the characteristics of cloud, on-premises and hybrid deployments and understand which ones best meet your security and compliance requirements. Know the real cost of EDR deployment, from licensing, deployment, infrastructure, integration, training, to operations. [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":9177,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-9176","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/cybersecurityinfocus.com\/index.php?rest_route=\/wp\/v2\/posts\/9176"}],"collection":[{"href":"https:\/\/cybersecurityinfocus.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cybersecurityinfocus.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/cybersecurityinfocus.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9176"}],"version-history":[{"count":0,"href":"https:\/\/cybersecurityinfocus.com\/index.php?rest_route=\/wp\/v2\/posts\/9176\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cybersecurityinfocus.com\/index.php?rest_route=\/wp\/v2\/media\/9177"}],"wp:attachment":[{"href":"https:\/\/cybersecurityinfocus.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9176"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cybersecurityinfocus.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9176"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cybersecurityinfocus.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9176"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}