Device Fingerprint
Stable probabilistic device IDs from canvas, WebGL, audio, and hardware entropy — with anti-spoofing and collision resistance.
CyborgNetics scores every visitor, session, and API call in real time — device, behavior, network, and automation signals fused into one trust decision. Under 100 milliseconds, at the edge.
Every request is analyzed across device, behavior, network, automation, mobile integrity, and identity-graph dimensions. No single signal decides — CyborgNetics fuses them into a probabilistic verdict your product can act on instantly.
Each engine runs independently and contributes weighted signals to the risk decision. Add engines without changing how you call the API.
Stable probabilistic device IDs from canvas, WebGL, audio, and hardware entropy — with anti-spoofing and collision resistance.
Reads mouse entropy, keystroke cadence, scroll and focus patterns to separate human motion from scripted precision.
IP and ASN reputation, VPN, proxy, TOR, and datacenter detection with JA3/JA4 TLS fingerprints and geo consistency.
Flags Puppeteer, Selenium, Playwright, headless runtimes, and AI agents via WebDriver, CDP, and runtime artifacts.
Native checks for root, jailbreak, Frida, emulators, cloned apps, and injection across Android and iOS.
Links sessions and devices into persistent identities to surface clusters, shared infrastructure, and coordinated abuse.
Web, React, Node, iOS, and Android — lightweight, async, retry-safe, and edge-compatible.
Run in observe mode to learn, then switch to enforcement without code changes.
Each verdict returns the exact signals behind it — no black box, no guessing.
// initialize once, anywhere import { cyborgnetics } from "@cyborgnetics/web"; cyborgnetics.init(({ apiKey: "cbx_live_9f2a…", mode: "enforce", onDecision: (v) => gate(v.decision) });
{ "visitor_id": "cbx_x82k29", "trust_score": 91, "suspect_score": 18, "classification": "human", "decision": "allow", "signals": ["clean_ip", "normal_behavior", "stable_fingerprint"] }
Catch synthetic identities and device farms before an account is ever created.
Stop sybil clusters draining rewards by linking devices across sessions.
Challenge logins where behavior or network signals break from the known human.
Detect scripted signups and trial-farming automation at the edge.
Block automated card testing without adding friction for real buyers.
Surface coordinated inauthentic activity through the identity graph.
Encrypted payloads, signed requests, and per-tenant isolation — with data controls that meet you where you operate.
Every plan includes all six engines. You pay for volume and controls, never per-signal.
Request access and start scoring your traffic in an afternoon.