Current risks

Anti-detect browsers make one device look like many. They spoof fingerprints, rotate identities, and bypass the checks ad platforms use to catch fraud. Here's what that means for your campaigns.

How Anti-Detect Browsers Build Fake Digital Identities: Where Detection Finds the Gaps

What gives fake digital identities away when every signal looks clean? Learn how anti-detect browsers work—and how layered detection exposes the gaps spoofing leaves behind.

Adex - free trial abuse in SaaS showing how fraudulent signups distort growth metrics and increase infrastructure costs.

Free-Trial Abuse in SaaS: When Signups Cost More Than They Return

Why are trial signups rising while paid conversions stay flat? See how free trial abuse distorts SaaS metrics—and which signals reveal it early.

ads.txt and app-ads.txt Spoofing:How Fraudsters Fake the Right to Sell Inventory

ads.txt and app-ads.txt Spoofing:How Fraudsters Fake the Right to Sell Inventory

Ad fraud is frustrating for a lot of reasons. But the most frustrating part is it doesn’t always look like fraud. There’s no malware, no fake websites, and no sketchy traffic source you can point your finger at. Everything seems totally above board as the publisher is real and the domain exists. You could be […]