🔒 Modern Anti-Fraud Systems

🏢 Major Platform Detection Methods

Google

📱 Device fingerprinting

🧠 AI behavioral analysis

📍 Location consistency

📞 Phone verification loops

Facebook/Meta

🎭 Social graph analysis

📸 Photo verification

🤖 Bot detection AI

🔗 Cross-platform tracking

Amazon/PayPal

💳 Transaction patterns

🏠 Shipping address analysis

📊 Purchase velocity

🔐 Device binding

🎯 Detection Techniques

Canvas Fingerprinting

Websites draw invisible images and analyze the unique rendering:

canvas.getContext('2d').getImageData()

WebGL Analysis

GPU and driver information reveals VM/hardware:

Renderer string patterns

Shader precision

Extensions list

Behavioral Biometrics

Typing dynamics ⌨️

Mouse movements 🖱️

Touch pressure 📱

Scroll patterns 📜

🛡️ Countermeasures

1. Antidetect Browsers - Multilogin, GoLogin, Dolphin Anty - Consistent fingerprint profiles

2. Quality Proxies - Residential > Datacenter - Mobile proxies for high-trust

3. MMAS Solutions - Level 3-6 anonymity packages - Pre-configured environments - WebRTC protection built-in