Update README.md

README.md

@@ -1,53 +1,41 @@
 ---
 dataset: cyber-threat-detector-africa
 tags:
-  - cybersecurity
-  - nlp
-  - classification
-  - phishing
-  - africa
-  - allsafeafrica
-license: mit
+- cybersecurity
+- nlp
+- classification
+- phishing
+- africa
+- allsafeafrica
+license: apache-2.0
 language: en
 ---
+# Cyber Threat Detector Africa Dataset
 
-# 🛡️ Cyber Threat Detector Africa Dataset
+The **Cyber Threat Detector Africa Dataset** is part of the GreenGuard-AI family by Allsafeafrica. It consists of labeled cybersecurity text samples sourced from public feeds, dark web threat intel, local incident reports, and synthetic samples tailored for African digital ecosystems.
 
-> Built by [Allsafeafrica](https://allsafeafrica.com)  
-> Empowering Africa with localized AI tools to detect and prevent cyber threats across text-based communication.
+## Tasks
+- Multiclass text classification
+- Threat category detection
+- AI cybersecurity benchmarking
 
----
-
-## 📚 Dataset Summary
-
-The **Cyber Threat Detector Africa** dataset is a curated collection of text samples labeled with common cybersecurity threat categories such as phishing, malware, social engineering, and safe messages. It is designed to help train models that can detect potential threats in emails, messages, logs, or alerts.
-
-This dataset is part of Allsafeafrica’s open-source AI-powered initiative to democratize cyber literacy across Africa.
-
----
-
-## 🧠 Intended Use
-
-- Training NLP models for cyber threat detection
-- Employee awareness simulations
-- AI-powered ESG reporting tools with cyber compliance signals
-- Academic and community cybersecurity research
-
----
-
-## 🧾 Dataset Structure
+## Labels
+- phishing
+- malware
+- ransomware
+- ddos
+- benign
 
-Each record includes:
+## Format
+- CSV / JSON
+- Columns: `text`, `label`
 
-| Column | Description |
-|--------|-------------|
-| `text` | A single message or sentence related to cybersecurity |
-| `label` | One of: `phishing`, `malware`, `social-engineering`, or `safe` |
+## License
+[CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/)
 
-Example:
+## Use Cases
+- Training cyber threat classifiers
+- ESG-aligned threat detection
+- Secure African infrastructure datasets
 
-```json
-{
-  "text": "Click here to verify your account.",
-  "label": "phishing"
-}
+> Maintained by the [Allsafeafrica Cyber AI Lab](https://allsafeafrica.com)