28 october 2025
Anti-fraud analytics 2025: how AI is changing the approach to traffic control
Preparing the voiceover
In 2025, fraudsters have become as advanced as arbitrageurs. Nowadays, these are not just bought clicks or proxy botnets - they are deep botsthat mimic human behavior to cursor movements; fake devices that pass fingerprint verification; and smart rotation that changes IP faster than you can refresh the dashboard. According to the estimates of Ukrainian affiliate networks, up to 18-25% of traffic in affiliate programs can be fraud. For large arbitrage teams, this means losses from $5,000 to $30,000 per month, which literally disappear in reports under the guise of "active users." Manual checking doesn't work anymore. Fraud has become smarter, faster, and disguises itself as the best campaigns. But AI is no longer on the side of fraudsters - now it is the one that catches them, analyzing behavior, click patterns, and data with an accuracy that people could...