Intelligent Device Farms are one of the newest and smartest fraud types in the industry that goes undetected for a long time
In 2019 the level of fraudsters’ sophistication increased dramatically: they have learned to blend together different techniques and manipulate the system by imitating real user beha...
Soft Fraud comes out of publishers that are dragging a part of the advertiser's organic traffic to themselves, manipulating display / click attribution models
Don’t let fraud dictate your user acquisition strategy. Learn why a manual, rules-based approach to fraud detection pales in comparison to an advanced machine learning based approach
The issue with rules is that they tend to be outdated very quickly. Fraudsters are able to reverse-engineer them very quickly and you are not protected let alone from any sophisticat...
Smart Bots can fully emulate user behavior with high accuracy by performing in-app activities for up to 30 days after install
Anti-fraud detection of abnormal TTI has forced fraudsters to adjust. Now they attempt to “cut off the long tail” of TTI over several days, making Click Spam more complicated to detect