Author profile
Victor Huang
Fraud Technology Editor at Fraud Software Desk. Coverage includes user and account risk, payment decisioning, customer friction and software evaluation.
Editorial approach
Connect a product assessment to the protected action, primary source and test a buyer can reproduce. Keep scores, vendor risk outputs and financial coverage distinct.
Product reviews
Practical guides
How to detect online fraud across the customer journey
Learn how device, network, account and transaction evidence detect online fraud at signup, login, checkout and payout, with an event-based evaluation plan.
Fraud detection: rules, machine learning and device intelligence
Compare rules, machine learning, device intelligence and workflows. Learn which layer explains a decision and how to combine them without losing context.
How to evaluate fraud detection and false positives
Build a labeled fraud-tool evaluation with clear denominators, delayed outcomes, legitimate controls, review reversals and missing-result measurements.
How to integrate a fraud detection API safely
Connect browser collection, trusted server retrieval, event references, webhook handling and feedback. Use a failure-mode checklist before enforcing decisions.
Fraud detection software cost: free tools and billing units
Compare identifications, fraud checks, screened payments and guaranteed orders. Build a realistic fraud-software budget with public plans and worked arithmetic.
How to detect fraud rings across accounts and events
Link devices, accounts, sessions and transactions to investigate coordinated abuse. Use typed relationships, time windows and legitimate shared-device controls.
Fraud detection vs. chargeback guarantee: what you buy
Separate fraud-risk assessment from financial protection. Compare eligible orders, uncovered losses, required lifecycle data and recovery before choosing coverage.
How to build an iGaming fraud prevention stack
Connect signup, bonus, account, deposit and withdrawal evidence. Compare account-abuse detection with identity, payment and compliance requirements.