Allsafeafrica/GreenGuard-AI-Defender

🛡️ Cyber Threat Detector Africa

Developed by Allsafeafrica
A lightweight NLP model built to detect and classify potential cybersecurity threats in textual data across African SMEs, startups, and digital communities.

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📌 Overview

Cyber Threat Detector Africa is an AI-powered model designed to:

• Classify cyber risk indicators in natural language (emails, messages, reports)
• Support awareness in employee training platforms
• Act as a backend tool for ESG-cyber hybrid security assessments

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🧠 Model Info

Attribute	Detail
Framework	transformers, pytorch
Base Model	distilbert-base-uncased
Fine-tuned On	Synthetic + local African threat incident data
Labels	phishing, malware, social-engineering, safe, suspicious
Accuracy	~91.7% on test set

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✨ Example Usage

from transformers import pipeline

threat_detector = pipeline("text-classification", model="allsafeafrica/cyber-threat-detector-africa")

text = "Your account has been suspended. Click here to verify your identity."
threat_detector(text)