Research

The anatomy of mobile ad fraud: Intelligent Device Farms

Intelligent Device Farms are one of the newest and smartest fraud types in the industry that goes undetected for a long time

The anatomy of mobile ad fraud: Mixed Fraud

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...

The anatomy of mobile ad fraud: Soft Fraud

Soft Fraud comes out of publishers that are dragging a part of the advertiser's organic traffic to themselves, manipulating display / click attribution models

True Machine Learning is the Strongest Weapon to Fight App Install Ad Fraud - A Fireside Chat with Draftkings. MAU 2019

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The issue with rules is that they tend to be outdated very quickly.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...

Highlights from MAU Vegas 2019 collected for you by Scalarr

The MAU conference has grown into one of the most important mobile events in the world and should be on the calendar of all mobile-focused marketers

The anatomy of mobile ad fraud: Smart Bots

Smart Bots can fully emulate user behavior with high accuracy by performing in-app activities for up to 30 days after install
Why Trusted Traffic Sources May No Longer Be Trustworthy

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