Upload folder using huggingface_hub

README.md

@@ -1,3 +1,44 @@
----
-license: mit
----
+# 🛡️ Phishing Domain Classifier (FastText)
+
+This repository contains a **FastText-based supervised classification model** trained to detect phishing domains.
+
+## 🚀 Model Overview
+
+- **Algorithm**: Facebook's [fastText](https://fasttext.cc/)
+- **Task**: Binary classification (`phishing` vs `clean`)
+- **Input format**: Domain names (e.g., `paypal-login.su`)
+- **Labels**: `__label__phishing`, `__label__clean`
+- **Features**:
+  - Fast and lightweight
+  - Trained with `wordNgrams = 2`
+  - 10 epochs
+
+---
+
+## 📂 Files Included
+
+```text
+phishing_model.bin         # Trained model file (binary format)
+phishing_model.vec         # Vector embeddings
+fasttext_train.txt         # Training data file
+README.md                  # Documentation
+
+
+🔧 Installation
+
+Option 1: From Source
+
+git clone https://github.com/facebookresearch/fastText.git
+cd fastText
+mkdir build && cd build
+cmake ..
+make
+
+Option 2: Using pip (limited support)
+
+pip install fasttext
+
+⚠️ The pip version does not support all features. Compiling from source is recommended.
+
+Usage
+echo "carreeffoursa.site" | ./fasttext predict phishing_model.bin -

phishing_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c88ef0f184c17b1e79459383901ceb69f07c173cbb90ad0d4dba0108426839ea
+size 2831842064