Bot detection & web fraud · HUMAN Security, Inc.

HUMAN Security

Bot and fraud prevention platform whose Human Verification Engine issues human-or-not decisions from layered technical and behavioral signals.

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HUMAN Security (formerly White Ops) runs a Human Verification Engine across a family of products: BotGuard protects web and mobile applications and APIs from scraping, credential stuffing, account takeover, and account-creation fraud, while MediaGuard focuses on advertising fraud, filtering bot traffic out of ad campaigns before impressions are billed. Detection combines technical fingerprinting signals, behavioral analysis, and continuously updated machine-learning classifiers trained on interactions observed across HUMAN's customer network, rather than relying on a single challenge mechanism. The company also sells Application Protection and Code Defender products covering client-side script and supply-chain risks. HUMAN does not publish self-serve pricing; deployments are scoped and quoted per customer.

At a glance

Vendor HUMAN Security, Inc.
Pricing model Quote only
Free tier No
Deployment Cloud
Open source No
Best for Enterprises and ad-tech platforms needing both bot mitigation and advertising fraud filtering from one vendor.

Pricing

No public pricing; deployments across BotGuard, MediaGuard, and related products are scoped and quoted per customer.

Pricing has not been verified yet — see the vendor's site.

Features

  • Human Verification Engine combining device, behavioral, and ML signals
  • BotGuard for web, mobile, and API bot mitigation
  • MediaGuard for ad-fraud and invalid-traffic filtering
  • Account takeover and credential stuffing protection
  • Application Protection for client-side script risk
  • Code Defender for supply-chain and Magecart-style script monitoring
  • Real-time traffic decisioning at scale

Profile last reviewed September 21, 2026

Head to head

Alternatives

DataDome Bot and fraud protection platform that scores traffic in real time using layered device fingerprinting, behavioral analysis, and machine learning. Cloudflare Bot Management Edge-native bot mitigation built into Cloudflare's network, combining machine learning, behavioral analysis, and the Turnstile CAPTCHA alternative. Arkose Labs Fraud and bot prevention platform built around adaptive, multi-generation CAPTCHA-style challenges plus device, email, and AI-agent risk signals.

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Terms to know

Anomaly detection Identifying data points or patterns that deviate significantly from expected or normal behavior. Bot traffic Website activity generated by automated programs rather than human visitors, ranging from crawlers to fraudulent scripts.

Related guides

How to choose a bot detection tool Pick a bot and web-fraud platform by detection mechanism (challenge-based vs ML-scoring), deployment surface, and whether you need ad-fraud filtering too.