SlideShare a Scribd company logo
• 130+ millions registered users 
• Cross-platform games 
• Free-to-play business model 
• Offers 47 payment methods 
• Worldwide audience 
1
• User acquisition in browser and mobile 
• Competitive games industry 
• High CPL costs 
• Multitude of affiliates 
How do you know which partners to select?
• Size of partners 
• Browser or mobile? 
• Partner performance 
• Target market
• Registration to active/paying users 
• ARPU / ARPPU 
• Lifetime value 
• ROI 
Are we missing anything?
• Affiliates are prone to fraud 
• Generating fake leads cost 
games companies money 
• Negative ROI for merchants
• Double payouts 
• Affiliate Partner credibility 
• Good performing affiliates will have 
5% fraud or less 
• Bad performing affiliates can have 
15% fraud or more
• Device check 
• IP checks 
• Number of registrations 
• Computer generated E-Mails 
• Computer generated user names
• Fake domains 
• E-Mail providers 
• Time of Registration / time zones 
• Web hosting
Name E-Mail-Adresse Registrierungsdatum IP-Adresse 
FighterNavid navidvalipor@yahoo.com 03.01.2013 10:54:22 x5.49.68.19x 
joojooboy_4play joojooboy_3@yahoo.com 05.01.2013 14:47:39 x5.49.68.19x 
yalah3 a_agheli@ymail.com 25.01.2013 13:32:32 x5.49.68.19x 
علیرضا مجریان mojrianalireza@yahoo.com 29.01.2013 19:48:18 x5.49.68.19x 
zahed6 zahed.aqzad@yahoo.com 10.01.2013 22:28:09 x5.49.68.19x 
dlgosha yousefbahari@yahoo.com 11.01.2013 19:03:38 x5.49.68.19x 
ssbcivil ssbcivil@gmail.com 13.01.2013 08:03:03 x5.49.68.19x 
mardin25 mardinjavaheri@yahoo.com 13.01.2013 18:59:45 x5.49.68.19x 
RulerBAHMAN_ARB BAHMAN_ARBABA@yahoo.com 26.01.2013 17:31:20 x5.49.68.19x 
davoodo m_davood1369@yahoo.com 28.01.2013 22:11:39 x5.49.68.19x 
sahand3030 saahaand.rezazadeh@yahoo.com 29.01.2013 22:06:38 x5.49.68.19x 
sahandino sahaand.rezazadeh@yahoo.com 29.01.2013 22:43:56 x5.49.68.19x 
shima3 s.farddana@yahoo.com 02.01.2013 14:47:56 x5.49.68.19x 
AdhikaryshimulU adhikaryshimul@yahoo.com 04.01.2013 00:37:52 x5.49.68.19x 
alimetal alilvletal@gmail.com 05.01.2013 22:11:25 x5.49.68.19x 
FighterMehrnaz_ mehrnaz_nikanjam@yahoo.com 10.01.2013 20:31:48 x5.49.68.19x 
maedeh9 yamoor1996@yahoo.com 31.01.2013 19:54:24 x5.49.68.19x 
lovee96 saif.jerjis@yahoo.com 19.01.2013 02:53:22 x5.49.68.19x 
ham089 hamedfarhadi089@gmail.com 08.01.2013 06:41:01 x5.49.68.19x 
jimboo2020 mr_sm2020@yahoo.com 08.01.2013 23:12:04 x5.49.68.19x 
fthjsr hh_46@yahoo.com 11.01.2013 06:34:21 x5.49.68.19x 
wwwsoly sk.ashkan@yahoo.com 12.01.2013 13:16:42 x5.49.68.19x 
alireza807 mmseifi80@yahoo.com 31.01.2013 19:04:20 x5.49.68.19x 
maryam04 maryam6093@yahoo.com 03.01.2013 04:22:27 x5.49.68.19x 
Zed2012 movahednoshad@yahoo.com 28.01.2013 16:30:48 x5.49.68.19x 
Mona.molaiePlay mona.molaie@yahoo.com 30.01.2013 13:11:49 x5.49.68.19x 
Îic alireza_iic.1020@yahoo.com 31.01.2013 19:00:40 x5.49.68.19x 
Esy_mohamadGame esy_mohamad@yahoo.com 07.01.2013 16:01:35 x5.49.68.19x 
NAVID 77 www.navid73.com@gmail.com 12.01.2013 17:18:32 x5.49.68.19x 
sadid sadidkeivan@rocketmail.com 02.01.2013 21:08:00 x5.49.68.19x 
Afii afsoon-eftekhari@yahoo.com 12.01.2013 20:27:23 x5.49.68.19x 
Hosting company 
in the east coast 
of the US.
Name E-Mail-Adresse Registrierungsdatum IP-Adresse 
FighterNavid navidvalipor@yahoo.com 03.01.2013 10:54:22 x5.49.68.19x 
joojooboy_4play joojooboy_3@yahoo.com 05.01.2013 14:47:39 x5.49.68.19x 
yalah3 a_agheli@ymail.com 25.01.2013 13:32:32 x5.49.68.19x 
علیرضا مجریان mojrianalireza@yahoo.com 29.01.2013 19:48:18 x5.49.68.19x 
zahed6 zahed.aqzad@yahoo.com 10.01.2013 22:28:09 x5.49.68.19x 
dlgosha yousefbahari@yahoo.com 11.01.2013 19:03:38 x5.49.68.19x 
ssbcivil ssbcivil@gmail.com 13.01.2013 08:03:03 x5.49.68.19x 
mardin25 mardinjavaheri@yahoo.com 13.01.2013 18:59:45 x5.49.68.19x 
RulerBAHMAN_ARB BAHMAN_ARBABA@yahoo.com 26.01.2013 17:31:20 x5.49.68.19x 
davoodo m_davood1369@yahoo.com 28.01.2013 22:11:39 x5.49.68.19x 
sahand3030 saahaand.rezazadeh@yahoo.com 29.01.2013 22:06:38 x5.49.68.19x 
sahandino sahaand.rezazadeh@yahoo.com 29.01.2013 22:43:56 x5.49.68.19x 
shima3 s.farddana@yahoo.com 02.01.2013 14:47:56 x5.49.68.19x 
AdhikaryshimulU adhikaryshimul@yahoo.com 04.01.2013 00:37:52 x5.49.68.19x 
alimetal alilvletal@gmail.com 05.01.2013 22:11:25 x5.49.68.19x 
FighterMehrnaz_ mehrnaz_nikanjam@yahoo.com 10.01.2013 20:31:48 x5.49.68.19x 
maedeh9 yamoor1996@yahoo.com 31.01.2013 19:54:24 x5.49.68.19x 
lovee96 saif.jerjis@yahoo.com 19.01.2013 02:53:22 x5.49.68.19x 
ham089 hamedfarhadi089@gmail.com 08.01.2013 06:41:01 x5.49.68.19x 
jimboo2020 mr_sm2020@yahoo.com 08.01.2013 23:12:04 x5.49.68.19x 
fthjsr hh_46@yahoo.com 11.01.2013 06:34:21 x5.49.68.19x 
wwwsoly sk.ashkan@yahoo.com 12.01.2013 13:16:42 x5.49.68.19x 
alireza807 mmseifi80@yahoo.com 31.01.2013 19:04:20 x5.49.68.19x 
maryam04 maryam6093@yahoo.com 03.01.2013 04:22:27 x5.49.68.19x 
Zed2012 movahednoshad@yahoo.com 28.01.2013 16:30:48 x5.49.68.19x 
Mona.molaiePlay mona.molaie@yahoo.com 30.01.2013 13:11:49 x5.49.68.19x 
Îic alireza_iic.1020@yahoo.com 31.01.2013 19:00:40 x5.49.68.19x 
Esy_mohamadGame esy_mohamad@yahoo.com 07.01.2013 16:01:35 x5.49.68.19x 
NAVID 77 www.navid73.com@gmail.com 12.01.2013 17:18:32 x5.49.68.19x 
sadid sadidkeivan@rocketmail.com 02.01.2013 21:08:00 x5.49.68.19x 
Afii afsoon-eftekhari@yahoo.com 12.01.2013 20:27:23 x5.49.68.19x 
No English E-Mails 
or names are found 
in these cases, all 
leads are still sold 
as US leads.
Global KPIs: 
• Out of Market IP - 15% 
• Reg2active - < 5% 
• Reg2pay - < 0.1% 
• ROI - Positive
• IP Ranges/Proxy/Hosts – 40% 
• E-Mail/Domains – 20% 
• User Name – 20% 
• Device Fingerprinting / 
Other – 20%
• Hire an Affiliate Fraud Manager 
• Data mining 
• Blacklisting 
• Rule sets
• E-Mail confirmation 
(Hard-bounce check) 
• Review amount of logins and 
minimum play time 
• Cross-check the leads between 
different products
• External security software 
• Dedicated affiliate fraud software 
(FraudLogix) 
• Total software solution 
(Kount, Accertify, ThreatMetrix) 
• External blacklist
• Know your KPIs 
• Question suspicious activity 
• Internalize or externalize if necessary 
• Increase company profitability
Etienne Belmar 
Senior Fraud Manager@InnoGames GmbH 
etienne.belmar@innogames.com 
+49 40-7889335-134 
T H A N K 
Y O U

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Etienne Belmar Affiliate fraud in Browser and Mobile gce2014

  • 1.
  • 2. • 130+ millions registered users • Cross-platform games • Free-to-play business model • Offers 47 payment methods • Worldwide audience 1
  • 3. • User acquisition in browser and mobile • Competitive games industry • High CPL costs • Multitude of affiliates How do you know which partners to select?
  • 4. • Size of partners • Browser or mobile? • Partner performance • Target market
  • 5. • Registration to active/paying users • ARPU / ARPPU • Lifetime value • ROI Are we missing anything?
  • 6. • Affiliates are prone to fraud • Generating fake leads cost games companies money • Negative ROI for merchants
  • 7. • Double payouts • Affiliate Partner credibility • Good performing affiliates will have 5% fraud or less • Bad performing affiliates can have 15% fraud or more
  • 8. • Device check • IP checks • Number of registrations • Computer generated E-Mails • Computer generated user names
  • 9. • Fake domains • E-Mail providers • Time of Registration / time zones • Web hosting
  • 10. Name E-Mail-Adresse Registrierungsdatum IP-Adresse FighterNavid navidvalipor@yahoo.com 03.01.2013 10:54:22 x5.49.68.19x joojooboy_4play joojooboy_3@yahoo.com 05.01.2013 14:47:39 x5.49.68.19x yalah3 a_agheli@ymail.com 25.01.2013 13:32:32 x5.49.68.19x علیرضا مجریان mojrianalireza@yahoo.com 29.01.2013 19:48:18 x5.49.68.19x zahed6 zahed.aqzad@yahoo.com 10.01.2013 22:28:09 x5.49.68.19x dlgosha yousefbahari@yahoo.com 11.01.2013 19:03:38 x5.49.68.19x ssbcivil ssbcivil@gmail.com 13.01.2013 08:03:03 x5.49.68.19x mardin25 mardinjavaheri@yahoo.com 13.01.2013 18:59:45 x5.49.68.19x RulerBAHMAN_ARB BAHMAN_ARBABA@yahoo.com 26.01.2013 17:31:20 x5.49.68.19x davoodo m_davood1369@yahoo.com 28.01.2013 22:11:39 x5.49.68.19x sahand3030 saahaand.rezazadeh@yahoo.com 29.01.2013 22:06:38 x5.49.68.19x sahandino sahaand.rezazadeh@yahoo.com 29.01.2013 22:43:56 x5.49.68.19x shima3 s.farddana@yahoo.com 02.01.2013 14:47:56 x5.49.68.19x AdhikaryshimulU adhikaryshimul@yahoo.com 04.01.2013 00:37:52 x5.49.68.19x alimetal alilvletal@gmail.com 05.01.2013 22:11:25 x5.49.68.19x FighterMehrnaz_ mehrnaz_nikanjam@yahoo.com 10.01.2013 20:31:48 x5.49.68.19x maedeh9 yamoor1996@yahoo.com 31.01.2013 19:54:24 x5.49.68.19x lovee96 saif.jerjis@yahoo.com 19.01.2013 02:53:22 x5.49.68.19x ham089 hamedfarhadi089@gmail.com 08.01.2013 06:41:01 x5.49.68.19x jimboo2020 mr_sm2020@yahoo.com 08.01.2013 23:12:04 x5.49.68.19x fthjsr hh_46@yahoo.com 11.01.2013 06:34:21 x5.49.68.19x wwwsoly sk.ashkan@yahoo.com 12.01.2013 13:16:42 x5.49.68.19x alireza807 mmseifi80@yahoo.com 31.01.2013 19:04:20 x5.49.68.19x maryam04 maryam6093@yahoo.com 03.01.2013 04:22:27 x5.49.68.19x Zed2012 movahednoshad@yahoo.com 28.01.2013 16:30:48 x5.49.68.19x Mona.molaiePlay mona.molaie@yahoo.com 30.01.2013 13:11:49 x5.49.68.19x Îic alireza_iic.1020@yahoo.com 31.01.2013 19:00:40 x5.49.68.19x Esy_mohamadGame esy_mohamad@yahoo.com 07.01.2013 16:01:35 x5.49.68.19x NAVID 77 www.navid73.com@gmail.com 12.01.2013 17:18:32 x5.49.68.19x sadid sadidkeivan@rocketmail.com 02.01.2013 21:08:00 x5.49.68.19x Afii afsoon-eftekhari@yahoo.com 12.01.2013 20:27:23 x5.49.68.19x Hosting company in the east coast of the US.
  • 11. Name E-Mail-Adresse Registrierungsdatum IP-Adresse FighterNavid navidvalipor@yahoo.com 03.01.2013 10:54:22 x5.49.68.19x joojooboy_4play joojooboy_3@yahoo.com 05.01.2013 14:47:39 x5.49.68.19x yalah3 a_agheli@ymail.com 25.01.2013 13:32:32 x5.49.68.19x علیرضا مجریان mojrianalireza@yahoo.com 29.01.2013 19:48:18 x5.49.68.19x zahed6 zahed.aqzad@yahoo.com 10.01.2013 22:28:09 x5.49.68.19x dlgosha yousefbahari@yahoo.com 11.01.2013 19:03:38 x5.49.68.19x ssbcivil ssbcivil@gmail.com 13.01.2013 08:03:03 x5.49.68.19x mardin25 mardinjavaheri@yahoo.com 13.01.2013 18:59:45 x5.49.68.19x RulerBAHMAN_ARB BAHMAN_ARBABA@yahoo.com 26.01.2013 17:31:20 x5.49.68.19x davoodo m_davood1369@yahoo.com 28.01.2013 22:11:39 x5.49.68.19x sahand3030 saahaand.rezazadeh@yahoo.com 29.01.2013 22:06:38 x5.49.68.19x sahandino sahaand.rezazadeh@yahoo.com 29.01.2013 22:43:56 x5.49.68.19x shima3 s.farddana@yahoo.com 02.01.2013 14:47:56 x5.49.68.19x AdhikaryshimulU adhikaryshimul@yahoo.com 04.01.2013 00:37:52 x5.49.68.19x alimetal alilvletal@gmail.com 05.01.2013 22:11:25 x5.49.68.19x FighterMehrnaz_ mehrnaz_nikanjam@yahoo.com 10.01.2013 20:31:48 x5.49.68.19x maedeh9 yamoor1996@yahoo.com 31.01.2013 19:54:24 x5.49.68.19x lovee96 saif.jerjis@yahoo.com 19.01.2013 02:53:22 x5.49.68.19x ham089 hamedfarhadi089@gmail.com 08.01.2013 06:41:01 x5.49.68.19x jimboo2020 mr_sm2020@yahoo.com 08.01.2013 23:12:04 x5.49.68.19x fthjsr hh_46@yahoo.com 11.01.2013 06:34:21 x5.49.68.19x wwwsoly sk.ashkan@yahoo.com 12.01.2013 13:16:42 x5.49.68.19x alireza807 mmseifi80@yahoo.com 31.01.2013 19:04:20 x5.49.68.19x maryam04 maryam6093@yahoo.com 03.01.2013 04:22:27 x5.49.68.19x Zed2012 movahednoshad@yahoo.com 28.01.2013 16:30:48 x5.49.68.19x Mona.molaiePlay mona.molaie@yahoo.com 30.01.2013 13:11:49 x5.49.68.19x Îic alireza_iic.1020@yahoo.com 31.01.2013 19:00:40 x5.49.68.19x Esy_mohamadGame esy_mohamad@yahoo.com 07.01.2013 16:01:35 x5.49.68.19x NAVID 77 www.navid73.com@gmail.com 12.01.2013 17:18:32 x5.49.68.19x sadid sadidkeivan@rocketmail.com 02.01.2013 21:08:00 x5.49.68.19x Afii afsoon-eftekhari@yahoo.com 12.01.2013 20:27:23 x5.49.68.19x No English E-Mails or names are found in these cases, all leads are still sold as US leads.
  • 12. Global KPIs: • Out of Market IP - 15% • Reg2active - < 5% • Reg2pay - < 0.1% • ROI - Positive
  • 13. • IP Ranges/Proxy/Hosts – 40% • E-Mail/Domains – 20% • User Name – 20% • Device Fingerprinting / Other – 20%
  • 14. • Hire an Affiliate Fraud Manager • Data mining • Blacklisting • Rule sets
  • 15. • E-Mail confirmation (Hard-bounce check) • Review amount of logins and minimum play time • Cross-check the leads between different products
  • 16. • External security software • Dedicated affiliate fraud software (FraudLogix) • Total software solution (Kount, Accertify, ThreatMetrix) • External blacklist
  • 17. • Know your KPIs • Question suspicious activity • Internalize or externalize if necessary • Increase company profitability
  • 18. Etienne Belmar Senior Fraud Manager@InnoGames GmbH etienne.belmar@innogames.com +49 40-7889335-134 T H A N K Y O U