Payment Fraud Prevention Implementation: Device Evidence Before Checkout
Build payment fraud prevention into checkout with server-verified device evidence, order binding, safe retries and signed webhooks. Follow a tested example.
Blog / Fraud prevention
Fraud prevention
AI Token Abuse: Stop Credit Farming and Unauthorized Use
Prevent AI token abuse across credit grants, accounts, API keys and payments. Learn what to check before issuing credits, granting access or using resources.
What Is a Bot in Website Traffic? Types and Examples
Understand bot traffic, useful crawlers, automated browsers and AI agents. Learn what identity, behavior and permission reveal about each website visit.
Paywall Abuse Prevention: Protect Access and Reading Limits
Prevent paywall abuse with server-side entitlements, safe caching and persistent reading limits. Separate content leaks from account sharing.
Fraud Decisioning vs Fraud Detection: Choose the Right Layer
Compare fraud decisioning platforms with detection tools. Follow evidence to an action, define timeout behavior and test decisions without inventing accuracy.
ShieldLabs Shortlisted for Best Cybersecurity Platform at the AIBC World Awards 2026
ShieldLabs is shortlisted for Best Cybersecurity Platform at the AIBC World Awards 2026. Meet us at SiGMA World in Rome, stand H7-7159, and vote by October 26.
Time Zone Fraud: 6 Signals Security Teams Can Verify in Logs
Learn how security and fraud teams detect time zone fraud, compare browser and IP signals, and preserve forensic evidence with logs normalized to UTC.
IP Reputation Can Mislead Fraud Teams: One IP, Dozens of Users
IP reputation misleads fraud teams when addresses shift or proxies obscure origins. Combine it with recency, device signals, and graduated responses.
Fraud Prevention Strategies for Web Apps
Practical fraud prevention strategies for web apps, from signup and login to offers and checkout. Match controls to the abuse at each step.
UTM Fraud Detection: 4 Signal Groups for Marketing Analysts
See how analysts use MRC and IAB standards, GA4 and BigQuery checks, and visit signals to assess UTM traffic, with explainable scores from ShieldLabs.
Web Device Binding: Coarse Fingerprints Link Visits for Fraud Teams
Learn how web device binding helps fraud teams recognize visitors with coarse fingerprints while managing privacy, latency, drift, and false positives.
How to Detect AI Agents on a Website
Detect AI agents on a website by separating operator identity, automation evidence and authorization. Protect accounts while permitting useful public crawling.