AdFraud'07

Detecting fraudulent clicks from BotNets 2.0

Speaker: Adam Barth, Stanford University

Title: Detecting fraudulent clicks from BotNets 2.0

Abstract:
DNS rebinding attacks allow fraudsters to create immense ephemeral bot networks and to use those bots to commit click fraud. In this talk, I'll explain the anatomy of a DNS rebinding attack, present a simple analysis of the economics of such an attack, and explain the implications for click-fraud detection schemes. Additionally, I'll propose a defense that resists these attacks by leveraging the fact that the (x, y) coordinates of an ad click reveal information about the cognitive abilities of the clicker, allowing an ad network to estimate the proportion of clicks originating from humans and from bots.


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