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1
Introduction
2
Early days of ad fraud
3
What is bought detection
4
Verification
5
Ad Tech
6
Advertisers
7
Media Agencies
8
Demandside Platforms
9
Targeting
10
SupplySide Platforms
11
YouTube
12
DSPs
13
Pixels
14
Ad Text
15
Traffic Laundering
16
Bought Designs
17
Headless browsers
18
Embedded browsers
19
Automation tools
20
System emulators
21
Browsers
22
JavaScript
23
Global Object
24
Meth bought
25
JavaScript patching
26
Blocking Flash
27
typos
28
IP addresses
29
JavaScript countermeasures
30
BOTS detection
31
Consistency checks
32
Statistical anomaly detection
33
Secret spot sauce
34
Flash
35
Questions
Description:
Explore the complex world of ad fraud in this 48-minute conference talk from Shmoocon 2017. Dive into the early days of ad fraud, understand what is bought detection, and learn about verification processes. Examine the roles of various players in the ad tech ecosystem, including advertisers, media agencies, demand-side platforms, and supply-side platforms. Discover targeting techniques, pixel tracking, and ad text analysis. Investigate traffic laundering methods, bought designs, and automation tools like headless browsers and system emulators. Delve into JavaScript-based fraud techniques, including global object manipulation and meth bought. Analyze countermeasures such as IP address checks, consistency checks, and statistical anomaly detection. Gain insights into BOTS detection and the use of Flash in ad fraud. Conclude with a Q&A session to further expand your knowledge of this intricate ecosystem.

A Nickel Tour of the Ad Fraud Ecosystem

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