🛡️Phishing Detector App

This app helps you detect shady links before you accidentally click on some phishing scam. It’s built for anyone who wants basic protection without being a tech genius. And honestly, I’m building it to prove that I understand Machine Learning, Cybersecurity, and App Dev

---

What It Does rn

• Paste a link → Model tells if it’s shady or not
• Uses machine learning - trained with real phishing + legit URLs
• Simple Android UI made with Jetpack Compose (cause it should look nice even if it's function is basic) 

---

Tools I’m Using

• pandas + numpy for data preprocessing
• Logistic Regression model for phishing detection
• Planning to convert model to TFLite for Android
• Frontend in Kotlin using Jetpack Compose

---

Why I'm Doing This

Because I wanted to do one project that brings together:

• A bit of ML
• A bit of Cybersecurity
• A bit of Android App Dev Even though I’m not an expert in any of them yet - I’m learning by doing.

---

Future Ideas

Once the basic version works, I might add:

• DNS and domain checking
• Cloud integration for threat database
• Better UI + link scanner inside the app Or maybe I’ll just vibe and build something else — who knows?

---

🎀Made by Me

Aaliya Hussain Just a girl who’s tired of getting overwhelmed and decided to build something anyway.

---