2. • Dmitry Zotov
• Founder/CEO at Affise
• Know how-to in Affiliate Marketing since
2006
• Tech guy who loves cats and Dark Side =)
2
ABOUT MYSELF
3. • Problem definition
• Fraud types in mobile CPA
• Fraud metrics in your application
• Fraud protection solutions
3
WHAT’S THE PLAN
4. WHY?
• $4.2 billion is lost due to ”non-human traffic”
• $1.1 billion is lost due to “malvertising-related activities”
• $2.4 billion is lost due to “infringed content”
FRAUD IS A HUGE PROBLEM IN INTERNET MARKETING
By IAB report http://www.iab.com/wp-content/uploads/2015/11/IAB_EY_Report.pdf
4
5. Study: 40%
of mobile clicks are accidental or fraudulent.
WHAT ABOUT MOBILE?
By Trademob.com report
5
6. 6
BOTS LIKE HUMANS
Except they are not
• Any GEO
• Any device, OS, browser
• In-app events, purchases
• Unique IPs
anything...
7. • Install farms
• Install Bots and emulators
• Incentivizing non-incent traffic
• Proxy and emulators
• Mobile device hijacking
HOW YOU GET FRAUD ON MOBILE?
7
8. INSTALL FARMS
8
• Can fake anything:
• Retention Rate
• Registrations
• In-app behavior
• In-app purchase
etc.
• Very effective
9. INSTALL BOTS AND EMULATORS
9
• Bluestacks
• Andywin
• Genymotion
Main Android emulators:
To 80% of all emulation installs
10. 10
INSTALL BOTS AND EMULATORS
For IOS devices:
• No major emulators
• Hardware and software manipulations
12. 12
PROXY AND EMULATORS
Can be divided by:
• Public (easy to detect)
• Botnets proxy (hard to find and detect)
Faking your IP, ISP, UA, Device Type/ID
Can do unlimited app installs from one emulator setup
13. 13
MOBILE DEVICE HIJACKING
• Can work as proxy
• Clicks on hidden AD
• Installs an applications in background
• Spreads a viruses
14. “We are doing it for several month,
have 16 employees and it’s already a
$100 000/month business.”
14
WHAT FRAUDERS SAY
15. 15
THE INTERESTING THINGS
• Some networks are unofficially work with fraud platforms or
doing fraud by themselves.
• Some affiliates works with Forex and Binary Option offers for
many moths despite the RR and in-app metrics and STILL
doing it.
16. 16
WHAT ADVERTISERS SAY
“We asked a trusted network to find guys who can send fraud
installs to check them with our in-app statistics. After that we
couldn’t recognize fraud from normal installs”
17. 17
HOW TO PROTECT
• Trusted networks ONLY
• Affiliates control
• Analyze affiliates separately not by whole network
• Another type of cooperation (CPA, RevShare)
• More in-app metrics
• Modern platforms for traffic analysis
• Fraud protection platforms
19. FORENSIQ, a leading ad fraud
detection and prevention company.
Best-In-Class for Fraud Detection.
19
AFFISE HAS A FORENSIQ MODULE
By PRNewswire.com
20. 20
HOW IT WORKS?
Attribution trackers CPI Network on AFFISE
Platform
Traffic data
Conversion data
Scoring
Fraud report
Less than 100ms.