infinite-dataset-hub/RealPowShellScripts

---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# RealPowShellScripts

tags: BenignClassification, MaliciousClassification, PowerShellScriptAnalysis

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'RealPowShellScripts' dataset comprises of anonymized PowerShell script blocks that have been collected and manually reviewed by cybersecurity experts to ensure their realism. Each script is categorized as either 'Benign' or 'Malicious', representing its intent and functionality. The dataset serves as a valuable resource for training machine learning models on PowerShell script classification, providing a diverse range of examples for pattern recognition and anomaly detection.

**CSV Content Preview:**

```csv
"ScriptID","PowerShellScript","Label"
"001","$password = ConvertTo-SecureString 'Password123' -AsPlainText -Force","Benign"
"002","Invoke-Command -ScriptBlock {Get-Process | Where-Object {$_.CPU -gt 80} | Stop-Process}","Malicious"
"003","Get-ChildItem C:\ -Recurse | Out-File C:\ScriptLog.txt","Benign"
"004","Start-Process cmd -ArgumentList '/c echo This is a simple benign command'","Benign"
"005","Invoke-Mimikatz -DumpCreds -ComputerName 192.168.1.100","Malicious"
```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'realistic Powershell script blocks with benign and malicious scripts and label classifying them as benign vs malicious':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=realistic+Powershell+script+blocks+with+benign+and+malicious+scripts+and+label+classifying+them+as+benign+vs+malicious&dataset=RealPowShellScripts&tags=BenignClassification,+MaliciousClassification,+PowerShellScriptAnalysis
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub