SlideShare a Scribd company logo
Smart. Simple. Effective.
Company Confidential
NUVIAD in a nutshell
•NUVIAD is a technology platform for algorithmic
RTB media trading
•RTB (Real time bidding) is a programmatic media
trading technology that lets publishers offer their
ad space in public marketplaces (exchanges) and
lets buyers bid for these ads in real time
Company Confidential
Products and Services
• NUVIAD HyperDSP
• The smartest mobile media trading platform around utilizing
algorithmic and real time analysis
• NUVIAD Express
• Location aware, goal oriented and data driven advertising for
local and regional businesses
• NUVIAD Sentinel
• Real-time RTB Anti Fraud service utilizing behavioral and
GIS user analysis
RTB Anti-fraud
Practical Big-Data applications
or things we could not do
without Big Data
Company Confidential
How big of a problem is it?
Recent survey by
eMarketer in the US and
UK listed RTB and
Programmatic fraud as
the #1 obstacle to
adoption of programmatic
technologies
Company Confidential
Bot Traffic is a very real problem
• AdWeek reported that $6.3 billion out of $43.8 billion
next year, will be based on fraudulent activity.
• Another study: The average bot level for programmatic
ad buys that number rose to 17%
• Bots account for 11% of display ad views and 23% of
video ads
Company Confidential
RTB Fraud is a challenge
•We are processing 500k ad
transactions every second
•Analyzing the performance
of 2.3 billion user profiles
across 300k mobile
applications
•Profiling the world - split into
100x100 squares
Company Confidential
Using the right tools
• There is no one-solution-fit-them-all. You
have to find the right tool for your needs.
• So, what do we use?
• RedShift as a main data warehousing
solution and non real time analysis
• memSQL for real time analysis
• AeroSpike for user and location profiles
• MongoDB for app profiling
Company Confidential
Profiling everything
Main	
Language
Purchase	
habits
Children
Children
In-Market	
Home	/	
Career	/	Car	/	
Etc.
Store	visits	
entertainmen
t	preferences	
Daily	
routine
Daily	routine
New	Parent
Work	
location	
Dining	
habits
Age Education HH	Income
Gender
Company Confidential
There is also “Soft Fraud”
• We define “Soft Fraud” as data discrepancy within the RTB
request.
• RTB requests pass through few system along the way. Each
system may add, remove or replace data from the RTB request
creating discrepancies in the request itself, such as:
• Location mismatches
• OS mismatches
• Source masking
Company Confidential
Geo	Trapping
Company Confidential
Bot and fraud detection
Detects the following fraud methods:
ü Fraudulent users and bots generating ad calls
for mobile web and mobile apps
ü Device spoofing (devices impersonating other
devices)
ü Location Spoofing
ü App / Site impersonation
ü Fraudulent user behavior
ü Transaction compliance analysis
ü Transaction generated security breach's
Smart. Secure. Effective.
Thank	you,
Rafi	Ton,	CEO

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Nuviad Success on AWS - Part of Big Data Month