Endpoint Detection and Response: What It Is and How to Know Yours Is Working

Stephen Gates  |
  November 24, 2025  |
  Blogs

Nearly every modern organization relies on Endpoint Detection and Response (EDR) to defend endpoints against advanced threats that slip past antivirus solutions. If you have ever asked, “what does EDR mean,” the answer is simple. EDR tools normally include an agent that continuously monitors endpoints for suspicious behavior, collects telemetry, and can automatically trigger response actions when indicators of compromise appear.

EDR is purposely designed to detect ransom-based attacks, credential attacks, fileless attacks, 0-days, and other malicious behaviors antivirus may not detect. Detecting the “symptoms” of an attack, EDR gives defenders visibility and helps contain incidents before they spread.

What EDR typically provides:

  • Continuous endpoint monitoring and data collection
  • Real time analytics to detect anomalous behavior
  • Incident triage and response automation
  • Forensic visibility for post attack investigations

These capabilities strengthen an endpoint threat detection approach, but visibility alone does not confirm true protection.

Where EDR Stops and Why That’s a Concern

Many security teams consider their EDR healthy because dashboards show agent coverage, signature updates, and active alerting is operational. These metrics are helpful for reporting, but they do not prove EDR is ready for real attacks. They also do not answer a key question many teams ask: how does EDR respond when an attacker is already inside the network.

In Horizon3.ai’s analysis of more than 7,000 remote access tool (RAT) installation attempts, NodeZero bypassed EDRs in many cases without exploiting a single vulnerability. Most of the time, NodeZero gained access the same way real attackers do, by using valid credentials that were discovered during the normal flow of a pentest. These credentials came from issues such as weak or reused passwords, exposed administrative shares, misconfigured permissions, or sensitive information stored in scripts and configuration files.

With valid credentials in hand, NodeZero will authenticate to a host and remotely execute commands through legitimate administrative channels, which allows it to land its implant without needing to exploit a CVE. Only 3 percent of bypasses relied on software vulnerabilities. The rest exploited gaps in configurations and processes and allowed NodeZero to collect sensitive data and impersonate users in minutes.

This highlights that even advanced EDR solutions can miss credential driven attacks. Static signatures, inconsistent behavioral triggers, and tuning issues all contribute to blind spots that can go unnoticed.

Some organizations also choose to supply NodeZero with specific credentials during testing. This approach reflects real-world conditions where attackers obtain and reuse legitimate access, and it increases the number of hosts on which EDR detection can be evaluated.

EDR vs. Other Endpoint Solutions 

To better understand EDR’s value, it helps to compare it with other endpoint security technologies.

ToolFocusStrengthLimitation
Antivirus (AV)Traditionally signature-based Blocks known malwareOften blind to fileless or emerging attack variants
Endpoint Protection Platform (EPP)Unified prevention suiteStops known and some unknown threatsLimited post-compromise visibility
EDRDetection and responseDetects and contains suspicious behaviorCan miss stealthy or credential-based activity
XDR / MDRCross-domain or managed detectionCentralized or outsourced visibilityRelies on underlying EDR accuracy

Having a comprehensive EDR strategy is essential, yet these tools should be validated to measure their performance under real attack conditions.

The Missing Piece: Validating EDR Effectiveness

Installing an EDR solution is only the beginning. Security teams need evidence that these solutions are detecting and stopping attacker behavior. They also need to understand how well their endpoint detection and response approach works when adversaries gain access and move quickly and quietly through a network. 

Traditional validation methods often fall short:

  • Breach and attack simulation (BAS) tools use scripted scenarios that may not reflect real world attacker tactics, techniques, and procedures (TTPs)
  • Manual red teaming can be expensive, time consuming, and limited in scope
  • Traditional penetration testing rarely covers every endpoint, especially when there may be thousands of endpoints across an enterprise

These limitations leave security teams with gaps in realizing the true benefits of endpoint detection and response in their specific environment.

Real validation requires testing endpoints the way adversaries operate, but in a safe and controlled manner. That is where the NodeZero® Offensive Security Platform proves its value.

How NodeZero Helps Prove Your EDR Works

NodeZero’s Endpoint Security Effectiveness, also called EDR Healthcheck, turns every pentest into a live, autonomous evaluation of your EDR’s real-world performance.

NodeZero executes real attacker TTPs across production systems without disruption to determine whether your EDR detects or blocks them. It provides forensic evidence of what your EDR caught, missed, or allowed.

With NodeZero, you can:

  • Identify blind spots, including hosts with missing EDR coverage or outdated configurations
  • Assess policy and detection quality by reviewing which actions were blocked, alerted, or permitted, mapped directly to the MITRE ATT&CK framework
  • Correlate telemetry by matching NodeZero timestamps and commands with EDR or SIEM logs
  • Verify improvements quickly by retesting with NodeZero after configuration updates or tuning changes are completed

NodeZero enhances your existing EDR investments by providing the evidence needed to tune configurations, justify renewals, and prioritize improvements. When your EDR blocks all attempted malicious actions, you gain proof of your EDR effectiveness, rather than simply assuming it.

Why Validation Matters More Than Visibility

Visibility tells you what your EDR sees. Validation tells you whether it’s effective.

NodeZero’s Endpoint Security Effectiveness replaces guesswork with measurable evidence. It helps SOC analysts and CISOs:

  • Quantify EDR return on investment (ROI) with data backed benchmarking
  • Accelerate incident response using artifact rich timelines and host level forensics
  • Demonstrate compliance by mapping detections to MITRE ATT&CK

In one test, NodeZero revealed credential-based attacks that bypassed EDR entirely, allowing lateral movement and data collection before any alert was generated. Teams then used that forensic evidence to tune their EDR and retest to validate the fix, confirming the gap was closed.

That is the difference between seeing your EDR running and getting assurance of its effectiveness.

EDR Effectiveness in Practice

During a NodeZero pentest, you may discover that one protected endpoint allowed a high percentage of malicious actions while another blocked most of them. NodeZero’s host level breakdown shows exactly what occurred and why. Analysts can review actions, command output, and timestamps, and correlate them with the EDR console. 

This is not about pointing out weaknesses. It is about helping teams improve. With the right insight, teams can tune policies, reduce noise, and strengthen protection where it matters most.

The Takeaway

EDR remains a cornerstone of modern defense, but dashboards and agent reports tell an incomplete story. Agent installation confirms presence, not protection, and that difference matters when attackers exploit the smallest blind spots.

Validation is the next step in a mature endpoint protection program. The only way to know your EDR is truly working is to view it from the attacker’s perspective and test it under the same conditions adversaries use every day.

With NodeZero, every pentest becomes an opportunity to measure, tune, and strengthen defenses with confidence grounded in evidence rather than assumptions. Verification is central to Horizon3.ai’s approach to offensive security by proving what works, finding what doesn’t, and helping teams close the validation gap that separates visibility from true assurance.

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