python.exe
Summary
Python interpreter. Executes Python scripts and provides an interactive Python shell. Commonly found in development, data science, security research, and automation environments.
python.exe is the 527th most commonly executed Windows program in EchoTrail's dataset, observed 10,424 times across enterprise environments. It typically runs from C:\... and it is most often launched by python.exe.
Behavior
Top Paths
- C:\...49.7%
- C:\Users\...42.22%
- C:\Program Files\Splunk\bin7.64%
- C:\Program Files\pgAdmin 4\v7\python0.13%
- C:\Program Files (x86)\DisplayCAL\lib0.09%
- C:\Program Files\Amazon\AWSCLI\runtime0.05%
- C:\Program Files\Python3110.04%
- C:\Program Files (x86)\Acronis\Access\Access Client\Python0.04%
- C:\Program Files (x86)\Microsoft Visual Studio\Shared\Python39_640.04%
- C:\Program Files\MySQL\MySQL Workbench 6.3 CE0.03%
Top Hashes (SHA256)
- 3093fcf263029ca1d799fea250a4e032d2c930a516f1513eeca688b343c836b338.1%
- 1d838ad026c7d81d410f41f929225aa39f3e4a0d178e4cebc0cc2b299b783cf521.06%
- 84481a1c5abc04d0b5665ffe18f156ae246028b215e7de1d24c2f5ded60c94e121%
- 35be23083b6d788412dcd72865675c78895be0220ebd18842fe9d9ce98aab3d510.5%
- 510d053a592ff7edac0cbf3c0f4a48fadf01099be441e01a1d8da98550e687cf5.03%
- 0467df606d98305b25a040e051cf8876a553a61da1031e51e6e77b15fb18b9640.79%
- 0cbf71efa09ec4ce62d95c1448553314728ed5850720c8ad40352bfbb39be99a0.75%
- 123328fe9a690ad5854c9e6d37ffbb38cd35af0e39c9b35e8567e914cdab266f0.74%
- 0db56ac7ba5f232f5f813109185a3bc885d8d428feb20997d497f586652477f20.55%
- 948c661cb52db262f947609a1485015c08791af110fcf45748f0dbb9bf5999b60.42%
Process Ancestry
Top Grandparents
- services.exe48.75%
- explorer.exe44.54%
- splunkd.exe2.36%
- cmd.exe1.77%
- msiexec.exe0.96%
- userinit.exe0.44%
- python.exe0.29%
- powershell.exe0.22%
- splunk.exe0.07%
Top Parents
- python.exe29.6%
- taskeng.exe25.11%
- powershell.exe11.77%
- splunkd.exe7.39%
- cmd.exe2.74%
- pgAdmin4.exe0.87%
- pwsh.exe0.39%
- explorer.exe0.38%
- splunk.exe0.25%
- Code.exe0.24%
Top Children
- python.exe43.64%
- conhost.exe31.93%
- splunkd.exe10.44%
- cmd.exe4.61%
- net.exe1.02%
- rundll32.exe0.89%
- WMIC.exe0.74%
- btool.exe0.65%
- powershell.exe0.42%
- reg.exe0.42%
Rare or environment-specific process names are omitted from ancestry tables. Percentages are of all observed relationships.
Security Analysis
What does python.exe normally do?
Located in various paths (C:\Python3x, C:\Users\*\AppData, virtual environments). Launched by itself (subprocess), IDEs (PyCharm), taskeng.exe (scheduled scripts), and cmd.exe.
When is python.exe suspicious?
Running on non-developer endpoints. Executing scripts from temp or download directories. Making outbound network connections in server-side exploitation scenarios. Spawning shells or system commands. Used as a staging language for attacks.
How do attackers abuse python.exe?
Python-based attack tools: many offensive security tools are written in Python (Impacket, BloodHound ingestors, custom C2 agents). If Python is not expected on a host, its presence may indicate attacker tooling. Python reverse shells and C2 agents. Script-based payload execution.
Detection guidance
Medium-confidence: python.exe on endpoints where Python is not expected. Python executing scripts from temp directories. Python making outbound network connections on non-developer machines. Environmental context is critical — python.exe is completely normal in development environments.
False positive notes
Extremely common in dev/data science/IT automation environments. Scheduled Python scripts for monitoring and reporting. Security tools (osquery-based, vulnerability scanners) may use Python.
MITRE ATT&CK techniques
Related Processes
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Data from EchoTrail's dataset of ~346M Windows process executions. Last extracted 2026-08-04.