SlideShare ist ein Scribd-Unternehmen logo
1 von 15
Downloaden Sie, um offline zu lesen
AdFraud
Where is AdFraud in 2015?
Comscore has predicted that up to 36% of
the traffic online is fake.
Huge isn’t !!
Executive Summary
67 percent of bot traffic observed in the study came from residential IP
addresses
Display : Bots accounted for 11 percent of all display impressions observed.
Video : Bots accounted for 23 percent of all video impressions observed.
Retargeting : Bots consumed 19 percent of retargeted ads.
Sourcing : Third-party traffic sourcing resulted in 52 percent bot fraud
White Ops, Inc, December 2014
Pixalate, 2013
5
What does AdFraud look like?
6
All different kind
of AdFraud
Bot fraud, bot
traffic & bot net
Ad Injection
Adware
Click farm
Cookie stuffing
Fake profiles
Fake sites
Bot behavior
In the first 5 days bots generate almost
80% of their impressions
50% of all bots are active for less than
5 days
Bot percentages soar in older browsers
50% of bots are still active at nights
hours
Bots act as real users. VIEWABILITY
DOES NOT ENSURE HUMANITY
WhiteOps, DoubleVerify
Robots act like human
Case study : White Ops, US market, 2014
How to fight against AdFraud?
Take action
Consider day-parting to reduce time-of-day bot percentage spikes.
Implement continuous fraud monitoring.
Use bot detection to ensure that sites are not sourcing traffic.
Pause or troubleshoot campaigns that do not meet percent-humanity targets.
Disable older browser in campaign set up.
Request transparency for sourced traffic.
Update blacklists frequently and narrowly.
Use a service such as domain detection or bot detection.
Use Trust Index
Read more about it
• http://fr.slideshare.net/Integralads/integral-ad-science-fraud-presentation
• http://fr.slideshare.net/augustinefou/state-of-digital-ad-fraud-q1-2015-
update-by-augustine-fou
• http://fr.slideshare.net/augustinefou/everything-fake-click-fraud-fake-
pages-botnets-ad-waste-reduction
• http://blog.pixalate.com/pixalate-announces-may-2015-pixalate-global-
seller-trust-index/
• https://s3.amazonaws.com/whiteops-public/WO-ANA-Baseline-Study-of-
Bot-Fraud.pdf
• http://uk.businessinsider.com/rocket-fuel-launches-traffic-scanner-2014-
11?r=US&IR=T

Weitere ähnliche Inhalte

Andere mochten auch

Distributed Enterprise Solutions
Distributed Enterprise SolutionsDistributed Enterprise Solutions
Distributed Enterprise Solutionsseanbrookes
 
Google App Engine - unusual application plaform for your next SaaS Project
Google App Engine - unusual application plaform for your next SaaS ProjectGoogle App Engine - unusual application plaform for your next SaaS Project
Google App Engine - unusual application plaform for your next SaaS ProjectAlek Kowalczyk
 
Exist Customer Success Stories
Exist Customer Success StoriesExist Customer Success Stories
Exist Customer Success StoriesExist
 
Thought for food in a Digital world
Thought for food in a Digital worldThought for food in a Digital world
Thought for food in a Digital worldCedric Tortel
 
ERKEGroup, SMJ Special Report Bauma 2010
ERKEGroup, SMJ Special Report Bauma 2010ERKEGroup, SMJ Special Report Bauma 2010
ERKEGroup, SMJ Special Report Bauma 2010ERKE Group
 
JORNADA DE INDUCCIÓN A PADRES DE FAMILIA
JORNADA DE INDUCCIÓN A PADRES DE FAMILIAJORNADA DE INDUCCIÓN A PADRES DE FAMILIA
JORNADA DE INDUCCIÓN A PADRES DE FAMILIAHilda Aimituma
 
Problemset c questions
Problemset c questionsProblemset c questions
Problemset c questionsnamninh
 
СЕТЕВЫЕ ПРОЕКТЫ КАК СРЕДСТВА ФОРМИРОВАНИЯ ИНФОРМАЦИОННОЙ КОМПЕТЕНТНОСТИ ОБУЧА...
СЕТЕВЫЕ ПРОЕКТЫ КАК СРЕДСТВА ФОРМИРОВАНИЯ ИНФОРМАЦИОННОЙ КОМПЕТЕНТНОСТИ ОБУЧА...СЕТЕВЫЕ ПРОЕКТЫ КАК СРЕДСТВА ФОРМИРОВАНИЯ ИНФОРМАЦИОННОЙ КОМПЕТЕНТНОСТИ ОБУЧА...
СЕТЕВЫЕ ПРОЕКТЫ КАК СРЕДСТВА ФОРМИРОВАНИЯ ИНФОРМАЦИОННОЙ КОМПЕТЕНТНОСТИ ОБУЧА...Елена Денисова
 
I will miss you guys!
I will miss you guys!I will miss you guys!
I will miss you guys!Jenw1
 
How Pokemon GO Can Drive Your Sales
How Pokemon GO Can Drive Your SalesHow Pokemon GO Can Drive Your Sales
How Pokemon GO Can Drive Your SalesGoECart
 
Spelling Bee Contest Word List La Salle School
Spelling Bee Contest Word List La Salle SchoolSpelling Bee Contest Word List La Salle School
Spelling Bee Contest Word List La Salle Schooldarkcrow08
 

Andere mochten auch (20)

Distributed Enterprise Solutions
Distributed Enterprise SolutionsDistributed Enterprise Solutions
Distributed Enterprise Solutions
 
Paying the preacher 2
Paying the preacher 2Paying the preacher 2
Paying the preacher 2
 
Google App Engine - unusual application plaform for your next SaaS Project
Google App Engine - unusual application plaform for your next SaaS ProjectGoogle App Engine - unusual application plaform for your next SaaS Project
Google App Engine - unusual application plaform for your next SaaS Project
 
Exist Customer Success Stories
Exist Customer Success StoriesExist Customer Success Stories
Exist Customer Success Stories
 
Reaching millennials who leave
Reaching millennials who leaveReaching millennials who leave
Reaching millennials who leave
 
Thought for food in a Digital world
Thought for food in a Digital worldThought for food in a Digital world
Thought for food in a Digital world
 
ERKEGroup, SMJ Special Report Bauma 2010
ERKEGroup, SMJ Special Report Bauma 2010ERKEGroup, SMJ Special Report Bauma 2010
ERKEGroup, SMJ Special Report Bauma 2010
 
Gafas
GafasGafas
Gafas
 
JORNADA DE INDUCCIÓN A PADRES DE FAMILIA
JORNADA DE INDUCCIÓN A PADRES DE FAMILIAJORNADA DE INDUCCIÓN A PADRES DE FAMILIA
JORNADA DE INDUCCIÓN A PADRES DE FAMILIA
 
Problemset c questions
Problemset c questionsProblemset c questions
Problemset c questions
 
Review 1st period
Review 1st periodReview 1st period
Review 1st period
 
Kidnapped nt
Kidnapped ntKidnapped nt
Kidnapped nt
 
Pavasaris
PavasarisPavasaris
Pavasaris
 
СЕТЕВЫЕ ПРОЕКТЫ КАК СРЕДСТВА ФОРМИРОВАНИЯ ИНФОРМАЦИОННОЙ КОМПЕТЕНТНОСТИ ОБУЧА...
СЕТЕВЫЕ ПРОЕКТЫ КАК СРЕДСТВА ФОРМИРОВАНИЯ ИНФОРМАЦИОННОЙ КОМПЕТЕНТНОСТИ ОБУЧА...СЕТЕВЫЕ ПРОЕКТЫ КАК СРЕДСТВА ФОРМИРОВАНИЯ ИНФОРМАЦИОННОЙ КОМПЕТЕНТНОСТИ ОБУЧА...
СЕТЕВЫЕ ПРОЕКТЫ КАК СРЕДСТВА ФОРМИРОВАНИЯ ИНФОРМАЦИОННОЙ КОМПЕТЕНТНОСТИ ОБУЧА...
 
I will miss you guys!
I will miss you guys!I will miss you guys!
I will miss you guys!
 
Immigration
ImmigrationImmigration
Immigration
 
How Pokemon GO Can Drive Your Sales
How Pokemon GO Can Drive Your SalesHow Pokemon GO Can Drive Your Sales
How Pokemon GO Can Drive Your Sales
 
Leading as an introvert
Leading as an introvertLeading as an introvert
Leading as an introvert
 
Spelling Bee Contest Word List La Salle School
Spelling Bee Contest Word List La Salle SchoolSpelling Bee Contest Word List La Salle School
Spelling Bee Contest Word List La Salle School
 
La kincalla Producciones Creativas
La kincalla Producciones CreativasLa kincalla Producciones Creativas
La kincalla Producciones Creativas
 

Ähnlich wie L'AdFraud en 2015

Ana White OPS - the bot baseline - fraud in digital advertising - 2015
Ana White OPS - the bot baseline - fraud in digital advertising - 2015Ana White OPS - the bot baseline - fraud in digital advertising - 2015
Ana White OPS - the bot baseline - fraud in digital advertising - 2015Romain Fonnier
 
The Bot Baseline - Fraud in Digital Advertising
The Bot Baseline - Fraud in Digital AdvertisingThe Bot Baseline - Fraud in Digital Advertising
The Bot Baseline - Fraud in Digital Advertisingyann le gigan
 
Fraud in digital advertising botnet baseline summery ziv ginsberg
Fraud in digital advertising botnet baseline summery   ziv ginsbergFraud in digital advertising botnet baseline summery   ziv ginsberg
Fraud in digital advertising botnet baseline summery ziv ginsbergZiv Ginsberg
 
2015 Bot Baseline Report - White Ops & ANA
2015 Bot Baseline Report - White Ops & ANA2015 Bot Baseline Report - White Ops & ANA
2015 Bot Baseline Report - White Ops & ANAWhite Ops
 
Fraudulent Internet Yellow Pages Traffic
Fraudulent Internet Yellow Pages TrafficFraudulent Internet Yellow Pages Traffic
Fraudulent Internet Yellow Pages TrafficRamon Cartwright
 
Ias guide ad fraud essentials_2017 (1)
Ias guide ad fraud essentials_2017 (1)Ias guide ad fraud essentials_2017 (1)
Ias guide ad fraud essentials_2017 (1)Wossname
 
Bot detection deck 042514 final
Bot detection deck 042514 finalBot detection deck 042514 final
Bot detection deck 042514 finalVindicoGroup
 
Integral Ad Science Digital Ad Fraud Presentation
Integral Ad Science Digital Ad Fraud PresentationIntegral Ad Science Digital Ad Fraud Presentation
Integral Ad Science Digital Ad Fraud PresentationIntegral Ad Science
 
2016 Bad Bot Report: Quantifying the Risk and Economic Impact of Bad Bots
2016 Bad Bot Report: Quantifying the Risk and Economic Impact of Bad Bots2016 Bad Bot Report: Quantifying the Risk and Economic Impact of Bad Bots
2016 Bad Bot Report: Quantifying the Risk and Economic Impact of Bad BotsDistil Networks
 
The Wrong Impression | Adfraud
The Wrong Impression | AdfraudThe Wrong Impression | Adfraud
The Wrong Impression | AdfraudAditya Labhe
 
Tackling ad fraud in 2016
Tackling ad fraud in   2016Tackling ad fraud in   2016
Tackling ad fraud in 20169Media Online
 
DEFCON 23 - Mark Ryan Talabis - The Bieber Project
DEFCON 23 - Mark Ryan Talabis - The Bieber ProjectDEFCON 23 - Mark Ryan Talabis - The Bieber Project
DEFCON 23 - Mark Ryan Talabis - The Bieber ProjectFelipe Prado
 
Field Guide To Preventing Competitor Price Scraping, Unwanted Transactions, B...
Field Guide To Preventing Competitor Price Scraping, Unwanted Transactions, B...Field Guide To Preventing Competitor Price Scraping, Unwanted Transactions, B...
Field Guide To Preventing Competitor Price Scraping, Unwanted Transactions, B...Distil Networks
 
StubHub's Field Guide To Preventing Competitor Price Scraping, Unwanted Trans...
StubHub's Field Guide To Preventing Competitor Price Scraping, Unwanted Trans...StubHub's Field Guide To Preventing Competitor Price Scraping, Unwanted Trans...
StubHub's Field Guide To Preventing Competitor Price Scraping, Unwanted Trans...G3 Communications
 
Mobile Ad Fraud Deep Dive With AppsFlyer
Mobile Ad Fraud Deep Dive With AppsFlyerMobile Ad Fraud Deep Dive With AppsFlyer
Mobile Ad Fraud Deep Dive With AppsFlyerGameCamp
 
Bot how to find them 2014_27_03
Bot how to find them 2014_27_03Bot how to find them 2014_27_03
Bot how to find them 2014_27_03IABmembership
 

Ähnlich wie L'AdFraud en 2015 (20)

Ana White OPS - the bot baseline - fraud in digital advertising - 2015
Ana White OPS - the bot baseline - fraud in digital advertising - 2015Ana White OPS - the bot baseline - fraud in digital advertising - 2015
Ana White OPS - the bot baseline - fraud in digital advertising - 2015
 
The Bot Baseline - Fraud in Digital Advertising
The Bot Baseline - Fraud in Digital AdvertisingThe Bot Baseline - Fraud in Digital Advertising
The Bot Baseline - Fraud in Digital Advertising
 
Fraud in digital advertising botnet baseline summery ziv ginsberg
Fraud in digital advertising botnet baseline summery   ziv ginsbergFraud in digital advertising botnet baseline summery   ziv ginsberg
Fraud in digital advertising botnet baseline summery ziv ginsberg
 
2015 Bot Baseline Report - White Ops & ANA
2015 Bot Baseline Report - White Ops & ANA2015 Bot Baseline Report - White Ops & ANA
2015 Bot Baseline Report - White Ops & ANA
 
Fraudulent Internet Yellow Pages Traffic
Fraudulent Internet Yellow Pages TrafficFraudulent Internet Yellow Pages Traffic
Fraudulent Internet Yellow Pages Traffic
 
Ias guide ad fraud essentials_2017 (1)
Ias guide ad fraud essentials_2017 (1)Ias guide ad fraud essentials_2017 (1)
Ias guide ad fraud essentials_2017 (1)
 
Bot detection deck 042514 final
Bot detection deck 042514 finalBot detection deck 042514 final
Bot detection deck 042514 final
 
Botman Profile Deck
Botman Profile DeckBotman Profile Deck
Botman Profile Deck
 
Integral Ad Science Digital Ad Fraud Presentation
Integral Ad Science Digital Ad Fraud PresentationIntegral Ad Science Digital Ad Fraud Presentation
Integral Ad Science Digital Ad Fraud Presentation
 
2016 Bad Bot Report: Quantifying the Risk and Economic Impact of Bad Bots
2016 Bad Bot Report: Quantifying the Risk and Economic Impact of Bad Bots2016 Bad Bot Report: Quantifying the Risk and Economic Impact of Bad Bots
2016 Bad Bot Report: Quantifying the Risk and Economic Impact of Bad Bots
 
Digital ad fraud superheroes the good guys by augustine fou
Digital ad fraud superheroes the good guys by augustine fouDigital ad fraud superheroes the good guys by augustine fou
Digital ad fraud superheroes the good guys by augustine fou
 
The Wrong Impression | Adfraud
The Wrong Impression | AdfraudThe Wrong Impression | Adfraud
The Wrong Impression | Adfraud
 
Tackling ad fraud in 2016
Tackling ad fraud in   2016Tackling ad fraud in   2016
Tackling ad fraud in 2016
 
State of Digital Ad Fraud Q4 2018
State of Digital Ad Fraud Q4 2018State of Digital Ad Fraud Q4 2018
State of Digital Ad Fraud Q4 2018
 
DEFCON 23 - Mark Ryan Talabis - The Bieber Project
DEFCON 23 - Mark Ryan Talabis - The Bieber ProjectDEFCON 23 - Mark Ryan Talabis - The Bieber Project
DEFCON 23 - Mark Ryan Talabis - The Bieber Project
 
Field Guide To Preventing Competitor Price Scraping, Unwanted Transactions, B...
Field Guide To Preventing Competitor Price Scraping, Unwanted Transactions, B...Field Guide To Preventing Competitor Price Scraping, Unwanted Transactions, B...
Field Guide To Preventing Competitor Price Scraping, Unwanted Transactions, B...
 
StubHub's Field Guide To Preventing Competitor Price Scraping, Unwanted Trans...
StubHub's Field Guide To Preventing Competitor Price Scraping, Unwanted Trans...StubHub's Field Guide To Preventing Competitor Price Scraping, Unwanted Trans...
StubHub's Field Guide To Preventing Competitor Price Scraping, Unwanted Trans...
 
Mobile Ad Fraud Deep Dive With AppsFlyer
Mobile Ad Fraud Deep Dive With AppsFlyerMobile Ad Fraud Deep Dive With AppsFlyer
Mobile Ad Fraud Deep Dive With AppsFlyer
 
Bot how to find them 2014_27_03
Bot how to find them 2014_27_03Bot how to find them 2014_27_03
Bot how to find them 2014_27_03
 
State of digital ad fraud 2017 by augustine fou
State of digital ad fraud 2017 by augustine fouState of digital ad fraud 2017 by augustine fou
State of digital ad fraud 2017 by augustine fou
 

Kürzlich hochgeladen

Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Chennai Call Girls Porur Phone 🍆 8250192130 👅 celebrity escorts service
Chennai Call Girls Porur Phone 🍆 8250192130 👅 celebrity escorts serviceChennai Call Girls Porur Phone 🍆 8250192130 👅 celebrity escorts service
Chennai Call Girls Porur Phone 🍆 8250192130 👅 celebrity escorts servicesonalikaur4
 
VIP Call Girls Kolkata Ananya 🤌 8250192130 🚀 Vip Call Girls Kolkata
VIP Call Girls Kolkata Ananya 🤌  8250192130 🚀 Vip Call Girls KolkataVIP Call Girls Kolkata Ananya 🤌  8250192130 🚀 Vip Call Girls Kolkata
VIP Call Girls Kolkata Ananya 🤌 8250192130 🚀 Vip Call Girls Kolkataanamikaraghav4
 
Russian Call girl in Ajman +971563133746 Ajman Call girl Service
Russian Call girl in Ajman +971563133746 Ajman Call girl ServiceRussian Call girl in Ajman +971563133746 Ajman Call girl Service
Russian Call girl in Ajman +971563133746 Ajman Call girl Servicegwenoracqe6
 
Enjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort Service
Enjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort ServiceEnjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort Service
Enjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort ServiceDelhi Call girls
 
Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Hot Service (+9316020077 ) Goa Call Girls Real Photos and Genuine Service
Hot Service (+9316020077 ) Goa  Call Girls Real Photos and Genuine ServiceHot Service (+9316020077 ) Goa  Call Girls Real Photos and Genuine Service
Hot Service (+9316020077 ) Goa Call Girls Real Photos and Genuine Servicesexy call girls service in goa
 
AWS Community DAY Albertini-Ellan Cloud Security (1).pptx
AWS Community DAY Albertini-Ellan Cloud Security (1).pptxAWS Community DAY Albertini-Ellan Cloud Security (1).pptx
AWS Community DAY Albertini-Ellan Cloud Security (1).pptxellan12
 
Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Russian Call Girls in Kolkata Ishita 🤌 8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Ishita 🤌  8250192130 🚀 Vip Call Girls KolkataRussian Call Girls in Kolkata Ishita 🤌  8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Ishita 🤌 8250192130 🚀 Vip Call Girls Kolkataanamikaraghav4
 
VIP Kolkata Call Girl Kestopur 👉 8250192130 Available With Room
VIP Kolkata Call Girl Kestopur 👉 8250192130  Available With RoomVIP Kolkata Call Girl Kestopur 👉 8250192130  Available With Room
VIP Kolkata Call Girl Kestopur 👉 8250192130 Available With Roomdivyansh0kumar0
 
Challengers I Told Ya ShirtChallengers I Told Ya Shirt
Challengers I Told Ya ShirtChallengers I Told Ya ShirtChallengers I Told Ya ShirtChallengers I Told Ya Shirt
Challengers I Told Ya ShirtChallengers I Told Ya Shirtrahman018755
 
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
GDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark Web
GDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark WebGDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark Web
GDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark WebJames Anderson
 
Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$
Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$
Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$kojalkojal131
 
VIP Kolkata Call Girls Salt Lake 8250192130 Available With Room
VIP Kolkata Call Girls Salt Lake 8250192130 Available With RoomVIP Kolkata Call Girls Salt Lake 8250192130 Available With Room
VIP Kolkata Call Girls Salt Lake 8250192130 Available With Roomgirls4nights
 
AlbaniaDreamin24 - How to easily use an API with Flows
AlbaniaDreamin24 - How to easily use an API with FlowsAlbaniaDreamin24 - How to easily use an API with Flows
AlbaniaDreamin24 - How to easily use an API with FlowsThierry TROUIN ☁
 

Kürzlich hochgeladen (20)

Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
 
Chennai Call Girls Porur Phone 🍆 8250192130 👅 celebrity escorts service
Chennai Call Girls Porur Phone 🍆 8250192130 👅 celebrity escorts serviceChennai Call Girls Porur Phone 🍆 8250192130 👅 celebrity escorts service
Chennai Call Girls Porur Phone 🍆 8250192130 👅 celebrity escorts service
 
VIP Call Girls Kolkata Ananya 🤌 8250192130 🚀 Vip Call Girls Kolkata
VIP Call Girls Kolkata Ananya 🤌  8250192130 🚀 Vip Call Girls KolkataVIP Call Girls Kolkata Ananya 🤌  8250192130 🚀 Vip Call Girls Kolkata
VIP Call Girls Kolkata Ananya 🤌 8250192130 🚀 Vip Call Girls Kolkata
 
Dwarka Sector 26 Call Girls | Delhi | 9999965857 🫦 Vanshika Verma More Our Se...
Dwarka Sector 26 Call Girls | Delhi | 9999965857 🫦 Vanshika Verma More Our Se...Dwarka Sector 26 Call Girls | Delhi | 9999965857 🫦 Vanshika Verma More Our Se...
Dwarka Sector 26 Call Girls | Delhi | 9999965857 🫦 Vanshika Verma More Our Se...
 
Russian Call girl in Ajman +971563133746 Ajman Call girl Service
Russian Call girl in Ajman +971563133746 Ajman Call girl ServiceRussian Call girl in Ajman +971563133746 Ajman Call girl Service
Russian Call girl in Ajman +971563133746 Ajman Call girl Service
 
Enjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort Service
Enjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort ServiceEnjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort Service
Enjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort Service
 
Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝
 
Rohini Sector 22 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
Rohini Sector 22 Call Girls Delhi 9999965857 @Sabina Saikh No AdvanceRohini Sector 22 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
Rohini Sector 22 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
 
Hot Service (+9316020077 ) Goa Call Girls Real Photos and Genuine Service
Hot Service (+9316020077 ) Goa  Call Girls Real Photos and Genuine ServiceHot Service (+9316020077 ) Goa  Call Girls Real Photos and Genuine Service
Hot Service (+9316020077 ) Goa Call Girls Real Photos and Genuine Service
 
AWS Community DAY Albertini-Ellan Cloud Security (1).pptx
AWS Community DAY Albertini-Ellan Cloud Security (1).pptxAWS Community DAY Albertini-Ellan Cloud Security (1).pptx
AWS Community DAY Albertini-Ellan Cloud Security (1).pptx
 
Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝
 
Russian Call Girls in Kolkata Ishita 🤌 8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Ishita 🤌  8250192130 🚀 Vip Call Girls KolkataRussian Call Girls in Kolkata Ishita 🤌  8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Ishita 🤌 8250192130 🚀 Vip Call Girls Kolkata
 
Rohini Sector 6 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
Rohini Sector 6 Call Girls Delhi 9999965857 @Sabina Saikh No AdvanceRohini Sector 6 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
Rohini Sector 6 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
 
VIP Kolkata Call Girl Kestopur 👉 8250192130 Available With Room
VIP Kolkata Call Girl Kestopur 👉 8250192130  Available With RoomVIP Kolkata Call Girl Kestopur 👉 8250192130  Available With Room
VIP Kolkata Call Girl Kestopur 👉 8250192130 Available With Room
 
Challengers I Told Ya ShirtChallengers I Told Ya Shirt
Challengers I Told Ya ShirtChallengers I Told Ya ShirtChallengers I Told Ya ShirtChallengers I Told Ya Shirt
Challengers I Told Ya ShirtChallengers I Told Ya Shirt
 
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
 
GDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark Web
GDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark WebGDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark Web
GDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark Web
 
Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$
Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$
Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$
 
VIP Kolkata Call Girls Salt Lake 8250192130 Available With Room
VIP Kolkata Call Girls Salt Lake 8250192130 Available With RoomVIP Kolkata Call Girls Salt Lake 8250192130 Available With Room
VIP Kolkata Call Girls Salt Lake 8250192130 Available With Room
 
AlbaniaDreamin24 - How to easily use an API with Flows
AlbaniaDreamin24 - How to easily use an API with FlowsAlbaniaDreamin24 - How to easily use an API with Flows
AlbaniaDreamin24 - How to easily use an API with Flows
 

L'AdFraud en 2015

  • 2.
  • 3. Comscore has predicted that up to 36% of the traffic online is fake. Huge isn’t !!
  • 4. Executive Summary 67 percent of bot traffic observed in the study came from residential IP addresses Display : Bots accounted for 11 percent of all display impressions observed. Video : Bots accounted for 23 percent of all video impressions observed. Retargeting : Bots consumed 19 percent of retargeted ads. Sourcing : Third-party traffic sourcing resulted in 52 percent bot fraud White Ops, Inc, December 2014
  • 6. What does AdFraud look like? 6
  • 7.
  • 8. All different kind of AdFraud Bot fraud, bot traffic & bot net Ad Injection Adware Click farm Cookie stuffing Fake profiles Fake sites
  • 9. Bot behavior In the first 5 days bots generate almost 80% of their impressions 50% of all bots are active for less than 5 days Bot percentages soar in older browsers 50% of bots are still active at nights hours Bots act as real users. VIEWABILITY DOES NOT ENSURE HUMANITY WhiteOps, DoubleVerify
  • 11. Case study : White Ops, US market, 2014
  • 12. How to fight against AdFraud?
  • 13. Take action Consider day-parting to reduce time-of-day bot percentage spikes. Implement continuous fraud monitoring. Use bot detection to ensure that sites are not sourcing traffic. Pause or troubleshoot campaigns that do not meet percent-humanity targets. Disable older browser in campaign set up. Request transparency for sourced traffic. Update blacklists frequently and narrowly. Use a service such as domain detection or bot detection.
  • 15. Read more about it • http://fr.slideshare.net/Integralads/integral-ad-science-fraud-presentation • http://fr.slideshare.net/augustinefou/state-of-digital-ad-fraud-q1-2015- update-by-augustine-fou • http://fr.slideshare.net/augustinefou/everything-fake-click-fraud-fake- pages-botnets-ad-waste-reduction • http://blog.pixalate.com/pixalate-announces-may-2015-pixalate-global- seller-trust-index/ • https://s3.amazonaws.com/whiteops-public/WO-ANA-Baseline-Study-of- Bot-Fraud.pdf • http://uk.businessinsider.com/rocket-fuel-launches-traffic-scanner-2014- 11?r=US&IR=T