Index/Topics/Fraud Detection

Fraud Detection

Use of machine learning and automated detection to identify and prevent fraudulent gift card transactions.

Fact-Checks

5 results
Jan 20, 2026
Most Viewed

How do law enforcement and security firms disrupt dark‑web marketplaces that sell stolen personal data?

Dark‑web marketplaces that trade stolen personal data rely on anonymizing networks, cryptocurrencies and market features that mimic legitimate e‑commerce, and they are disrupted through a mix of under...

Jan 23, 2026
Most Viewed

How do gift‑card resale marketplaces detect and respond to fraud and chargebacks?

face a two‑front problem: fraudsters buy or manipulate gift cards using stolen payment details and then resell them, generating fast chargebacks that cost marketplaces and original merchants money . T...

Jan 16, 2026
Most Viewed

How do carding marketplaces test stolen cards before sale and what tools do they use?

Carding marketplaces validate stolen payment cards using an ecosystem of automated “checkers” and manual techniques that range from tiny test transactions and zero‑dollar authorizations to API-based b...

Jan 18, 2026

How do modern ID scanners and database checks detect forged or altered cards?

Modern ID scanners combine multi-spectral imaging, data extraction and cryptographic checks with database cross-referencing to spot physical forgeries, altered data and electronically cloned documents...

Jan 13, 2026

Best false document and identification maker's

No legitimate recommendation can be given for “the best false document and identification makers” because producing or using counterfeit IDs is illegal and increasingly dangerous; industry reviews and...