Detection Checks

21 detection checks across 6 categories, derived from 41 browser signals plus edge network analysis.

Network

VPN Detection

Detect active VPN connections in real-time

Datacenter ASN

Identify traffic originating from hosting providers

Tor Exit Node

Detect traffic from the Tor anonymity network

Residential Proxy

Detect traffic routed through residential proxy networks

IP Blocklist

Check IPs against known threat intelligence feeds

TLS Anomaly

Detect browser spoofing via TLS fingerprint analysis

Client

Headless Browser

Detect Selenium, Puppeteer, and Playwright automation

Browser Tampering

Detect when browser APIs have been overridden

Incognito Mode

Detect private browsing mode

Developer Tools

Detect when browser DevTools are open

Brave Farbling

Detect Brave browser's fingerprint randomization

VM Detection

Detect virtual machine environments

Android Emulator

Detect Android emulator environments

Rooted Device

Detect rooted or jailbroken devices

Bot Detection

Good Bot

Identify legitimate search engine crawlers and monitoring services

Bad Bot

Detect malicious and suspicious automated traffic

Velocity

High-Activity Device

Detect unusually high visit frequency from a single device

Geolocation

Geolocation Spoofing

Detect inconsistencies between claimed and actual location

Web3

Wallet Detected

Detect crypto wallet browser extensions

Multi-Wallet Device

Detect multiple wallet extensions on a single device

Sybil Risk

Score devices for potential Sybil attack behavior

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