EDR Evasion: How Threat Actors Bypass Automated Defenses

Written by: Lizzie Danielson

Published: 10/12/2026

Alert icon over code snippets

Think of threat actors like high-tech burglars. Before they break into your business, these thieves cut the power and shut off critical systems to avoid tripping the alarm. For cybercriminals, the goal may be to impair endpoint detection and response (EDR) visibility before executing malicious code. These techniques can reduce visibility and make ransomware activity more difficult to detect, particularly when defenders lack telemetry, context, or timely response capabilities. So, what can you do to protect your business and data?

This article breaks down the three main EDR evasion techniques to watch out for and how each one works in practice. We’ll also look at why automated detection alone isn't enough to spot threat actors. Let’s see what happens when the “security cameras” go off at the kernel level.

Key Takeaways

  • When threat actors use endpoint detection and response (EDR) evasion, they often blind or turn off automated tools before deploying ransomware.
  • A cybersecurity and infrastructure security agency (CISA) red team assessment found that automated EDR tools missed most payloads during attacks that target critical infrastructure.
  • Common EDR evasion techniques, such as bring your own vulnerable driver (BYOVD), allow malicious code to run at the kernel level.
  • Managed EDR gives the human-led investigation layer needed for effective EDR evasion protection against modern-day cyber threats.

What’s EDR evasion?

EDR evasion is the set of techniques that threat actors use to dodge, disable, or blind endpoint detection software. If successful, these techniques may allow threat actors to execute a payload, move laterally, or deploy ransomware without triggering alerts.

This method isn’t considered an advanced practice anymore. Threat actors can buy bypass tools on the dark web for as little as \$300—with more sophisticated models reaching five figures.

The 3 categories of EDR evasion techniques

EDR evasion techniques can be broadly grouped into three common categories: impairing security tools, hiding malicious execution, and blending into legitimate activity. The categories overlap, and more than one may show up in a single intrusion. Here’s how threat actors stay hidden while casing your environment.

1. Blinding the agent (EDR tampering)

“Blinding the agent” refers to blocking the EDR from seeing what the threat actors are doing. One technique attackers may use to impair security tools is bring your own vulnerable driver (BWOVD). In a BYOVD attack, threat actors abuse a legitimately signed driver that contains a known vulnerability or exposes privileged functionality. Exploiting the driver may give the attacker privileged kernel-level capabilities, depending on the driver and the vulnerability.

A valid digital signature can make a driver appear more trustworthy to security controls, but signing does not make the driver safe, and modern protections may use additional reputation, blocklist, and behavioral checks.

Once the driver is up and running, threat actors exploit that trust to disable the agent or unregister its security callbacks. Attackers may attempt to stop security processes, interfere with sensor components, or disrupt telemetry transmission. If successful, these actions can reduce defenders’ visibility before subsequent activity occurs. Without alerts, security professionals might not notice the suspicious behavior.

We’ve seen these techniques cause massive losses in the real world. For example, in 2024, the ALPHV group used stolen credentials to disable defenses at Change Healthcare. This allowed the group to move through Change Healthcare’s network over the course of nine days before deploying ransomware to encrypt the systems. ALPHV/BlackCat reportedly claimed to have accessed more than 6 TB of data, including medical and other private information. This figure should be considered an unverified threat-actor claim. In the end, Change Healthcare paid ALPHV’s \$22 million bitcoin ransom but didn’t get the data back.

2. Hiding (In-memory evasion)

For this category of EDR evasion, threat actors may attempt to evade user-mode monitoring by manipulating execution around Windows components such as the NT Layer DLL (NTDLL). The effectiveness of these techniques depends on the specific EDR’s telemetry and monitoring architecture.Because NTDLL handles how programs talk to the computer, threat actors like to run their malicious code from this stealthy location. They know automated security tools have blind spots here.

One of the most effective evasion tactics involves using direct syscalls. Direct or indirect system calls can be used to avoid user-mode API hooks and other specific monitoring mechanisms. They do not universally bypass EDR, because products may collect additional telemetry at other detection layers.

Threat actors also use fileless malware to avoid downloading any suspicious files onto the computer’s hard drive. The malicious payload may execute primarily in memory and may leave fewer traditional files on disk. The threat actors scramble or encrypt the code so it looks like gibberish and doesn’t set off any alarms.

Threat actors might also kick things up a notch by using process injection techniques to hide code inside trusted programs that your computer already runs. In process hollowing, threat actors empty out a trusted program and fill its shell with malware. In DLL sideloading, threat actors sneak a fake helper file into a trusted program’s folder so the program accidentally runs the bad code.

3. Blending in or living off the land (LOTL)

Threat actors can be even sneakier, using living off the land binaries (LOLBins) built into your computer’s operating system to execute commands. Because tools such as WMI and PowerShell are legitimate, routinely used components of the operating system, malicious use can be difficult to distinguish from normal administrative activity.

Threat actors may combine LOTL tactics with stolen credentials, but credential abuse is a related technique rather than a defining characteristic of LOTL activity. Automated security software often can’t distinguish between a real user and a threat actor when they’re both using an authentic username and password.

This method is one of the most popular ways threat actors get into vulnerable systems. A major report found that 82% of intrusions don’t use traditional malware files at all and instead use stolen passwords and built-in tools to sneak around unnoticed.

Why automated EDR misses these techniques

Most EDR tools use different combinations of telemetry, behavioral analysis, signatures, machine learning, and other detection methods. Each implementation has visibility and coverage limitations. Attackers may modify payloads or execution methods to avoid particular signatures and behavioral detections. As a result, some activity may require additional telemetry, threat hunting, investigation, or response controls.

For example, BYOVD activity may be hard to detect because vulnerable drivers operate with high privileges and may affect security controls below or outside the visibility of particular user-mode monitoring mechanisms.Additionally, fileless execution doesn’t leave the footprint scanners learn to spot. Meanwhile, LOTL tactics often pass for normal activities.

These gaps show just how important it is to have experienced human analysts who actively scan the environment and can make judgment calls when something seems wrong. Security operations center (SOC) analysts use tools to help spot threats, but they rely on their own expertise, too. Combining automated detection with human investigation can add context, validate suspicious activity, and support informed response decisions.

Why lean IT teams choose Huntress Managed EDR for evasion defense

Lean IT teams are busy, and automated security tools can still miss stealthy threat actors. Software only knows how to follow rigid rules, meaning it can’t make the judgment calls needed to catch an intruder hiding in plain sight.

That’s where Huntress comes in. Our 24/7 AI-centric SOC combines endpoint telemetry, behavioral analysis, automated response capabilities, with expert human-led threat hunting to investigate every alert and offer active remediation. Our human-backed EDR Evasion Protection has industry-leading MTTR and a false positive rate under 1%.

Get started with Managed EDR today for free.

FAQs

Some techniques, including combinations of import address table (IAT) hooking, dynamic system-call resolution, and indirect system calls, may reduce the visibility of particular EDR monitoring mechanisms. However, no single technique ensures that all EDR products are completely bypassed.

These signs often point specifically to an attempted EDR bypass:

  • Disabled security services
  • Unusual PowerShell execution
  • Unexpected loading of signed drivers
  • Authentication anomalies
  • Malicious code running entirely in memory via IAT Hooking or indirect syscalls

Modern threat actors assume companies use endpoint security by default, so they build EDR evasion into their attack strategy. Impairing security visibility may give attackers more opportunity to execute commands, establish persistence, move laterally, or prepare ransomware before defenders can investigate and contain the activity. This stealth is critical for successful zero-day and ransomware attacks.

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