Duplicate from kholil-lil/wazuh-alerts

Co-authored-by: holil <kholil-lil@users.noreply.huggingface.co>

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README.md

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+---
+language:
+- en
+license: mit
+tags:
+- cybersecurity
+- wazuh
+- siem
+- soc
+- intrusion-detection
+- threat-hunting
+- logs
+pretty_name: Wazuh Security Alerts Dataset
+---
+
+# Wazuh Alerts Dataset
+
+## 📌 Overview
+This dataset contains a collection of security alerts generated by the **Wazuh SIEM/XDR** platform. It captures various security events, including system audits, authentication failures, and potential intrusion attempts, making it an ideal resource for researchers and developers working on Security Operations Center (SOC) automation and Machine Learning for Cybersecurity.
+
+## 🗂️ Dataset Details
+- **Author:** Kholil Haq Alim Hakim
+- **Data Source:** Live Wazuh Manager logs (Alerts.json)
+- **Format:** JSON / Parquet
+- **Status:** Curated Dataset
+
+## 🎯 Intended Use
+- **Anomaly Detection:** Training models to identify unusual patterns in security logs.
+- **Rule Validation:** Testing and refining SIEM correlation rules.
+- **Dashboard Prototyping:** Building visualizations for SOC analyst tools.
+- **Educational Purposes:** Learning the structure of Wazuh alerts and OSSEC-based logging.
+
+## 📊 Data Structure
+The dataset follows the standard Wazuh alert schema. Key fields include:
+
+| Field | Description |
+| :--- | :--- |
+| `timestamp` | UTC time of the generated alert |
+| `rule.id` | The specific Wazuh rule ID triggered |
+| `rule.level` | Severity level (1-15) |
+| `rule.description` | Human-readable description of the security event |
+| `agent.id` | Unique identifier of the monitored endpoint |
+| `data` | Metadata containing source IP, usernames, or process IDs |
+
+## 🛠️ How to Use
+You can load this dataset directly using the Hugging Face `datasets` library:
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("kholil-lil/wazuh-alerts")
+print(dataset['train'][0])
+```
+
+## 📜 Citation & Attribution
+If you use this dataset in a professional project or academic research, please cite it as follows:
+
+### APA Format
+Hakim, K. H. A. (2025). *Wazuh Alerts Dataset* [Data set]. Hugging Face. https://huggingface.co/datasets/kholil-lil/wazuh-alerts
+
+### BibTeX Format
+```
+@misc{hakim_wazuh_2025,
+  author = {Hakim, Kholil Haq Alim},
+  title = {Wazuh Alerts Dataset},
+  year = {2025},
+  publisher = {Hugging Face},
+  howpublished = {\url{[https://huggingface.co/datasets/kholil-lil/wazuh-alerts](https://huggingface.co/datasets/kholil-lil/wazuh-alerts)}}
+}
+```
+
+## ⚖️ License
+This dataset is licensed under the **MIT License**. You are free to share, modify, and use the data for any purpose, provided that attribution is given to the author.
+
+## 📧 Contact
+- **Maintainer:** Kholil Haq Alim Hakim
+- **Location:** Makassar, Indonesia
+- **Hugging Face:** [huggingface.co/kholil-lil](https://huggingface.co/kholil-lil)