SlideShare une entreprise Scribd logo
1  sur  1
January 2015 / Page 0marketing.scienceconsulting group, inc.
Dr. Augustine Fou
​pretend to be iphone to steal info
fake mouse moving around on page
fake human actions like page scroll
make fake webpages for ad fraud
fill fake data into online forms
generate fake clicks on ads/links
User awareness of what fraud bots can do
n = 500 n = 500
• Survey fielded in January 2015, U.S. Only
• N = 1,000 overall (slight wording differences between blue and red)
• About a fifth of consumers were aware of bots causing click fraud and online form fraud
percent

Contenu connexe

Plus de Dr. Augustine Fou - Independent Ad Fraud Researcher

Plus de Dr. Augustine Fou - Independent Ad Fraud Researcher (20)

Entire ecosystem supporting ad fraud 2018
Entire ecosystem supporting ad fraud 2018Entire ecosystem supporting ad fraud 2018
Entire ecosystem supporting ad fraud 2018
 
Digital Media Trust Collaborative
Digital Media Trust CollaborativeDigital Media Trust Collaborative
Digital Media Trust Collaborative
 
Programmatic reach analysis 2021
Programmatic reach analysis 2021Programmatic reach analysis 2021
Programmatic reach analysis 2021
 
2021 update on ad fraud brand safety privacy
2021 update on ad fraud brand safety privacy2021 update on ad fraud brand safety privacy
2021 update on ad fraud brand safety privacy
 
Browser and OS Share Jan 2021
Browser and OS Share Jan 2021Browser and OS Share Jan 2021
Browser and OS Share Jan 2021
 
Checking abnormal referrer traffic in google analytics
Checking abnormal referrer traffic in google analyticsChecking abnormal referrer traffic in google analytics
Checking abnormal referrer traffic in google analytics
 
History and Impact of Digital Ad Fraud
History and Impact of Digital Ad FraudHistory and Impact of Digital Ad Fraud
History and Impact of Digital Ad Fraud
 
Digital Fraud Viewability Benchmarks Q4 2020
Digital Fraud Viewability Benchmarks Q4 2020Digital Fraud Viewability Benchmarks Q4 2020
Digital Fraud Viewability Benchmarks Q4 2020
 
What CFEs can do about digital ad fraud
What CFEs can do about digital ad fraudWhat CFEs can do about digital ad fraud
What CFEs can do about digital ad fraud
 
Four types of digital ad spend updated august 2020
Four types of digital ad spend updated august 2020Four types of digital ad spend updated august 2020
Four types of digital ad spend updated august 2020
 
How to Use FouAnalytics For Marketers
How to Use FouAnalytics   For MarketersHow to Use FouAnalytics   For Marketers
How to Use FouAnalytics For Marketers
 
FouAnalytics DIY site media analytics fraud detection baked in
FouAnalytics DIY site media analytics fraud detection baked inFouAnalytics DIY site media analytics fraud detection baked in
FouAnalytics DIY site media analytics fraud detection baked in
 
Investigating digital ad fraud spi virtual meeting
Investigating digital ad fraud   spi virtual meetingInvestigating digital ad fraud   spi virtual meeting
Investigating digital ad fraud spi virtual meeting
 
Fraud by Browser Study
Fraud by Browser StudyFraud by Browser Study
Fraud by Browser Study
 
Digital Ad Fraud FAQ Question 1
Digital Ad Fraud FAQ Question 1Digital Ad Fraud FAQ Question 1
Digital Ad Fraud FAQ Question 1
 
Digital ad dollars trickle down chart
Digital ad dollars trickle down chartDigital ad dollars trickle down chart
Digital ad dollars trickle down chart
 
Botnets used for ad fraud spam ddos attacks
Botnets used for ad fraud spam ddos attacksBotnets used for ad fraud spam ddos attacks
Botnets used for ad fraud spam ddos attacks
 
Marketer Outcomes Study
Marketer Outcomes StudyMarketer Outcomes Study
Marketer Outcomes Study
 
Ad fraud update for publishers Feb 2020
Ad fraud update for publishers Feb 2020Ad fraud update for publishers Feb 2020
Ad fraud update for publishers Feb 2020
 
Ad fraud is cash out for hacking
Ad fraud is cash out for hackingAd fraud is cash out for hacking
Ad fraud is cash out for hacking
 

Dernier

Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15
Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15
Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15SearchNorwich
 
Social Media Marketing PPT-Includes Paid media
Social Media Marketing PPT-Includes Paid mediaSocial Media Marketing PPT-Includes Paid media
Social Media Marketing PPT-Includes Paid mediaadityabelde2
 
What is Google Search Console and What is it provide?
What is Google Search Console and What is it provide?What is Google Search Console and What is it provide?
What is Google Search Console and What is it provide?riteshhsociall
 
Brighton SEO April 2024 - The Good, the Bad & the Ugly of SEO Success
Brighton SEO April 2024 - The Good, the Bad & the Ugly of SEO SuccessBrighton SEO April 2024 - The Good, the Bad & the Ugly of SEO Success
Brighton SEO April 2024 - The Good, the Bad & the Ugly of SEO SuccessVarn
 
Factors-Influencing-Branding-Strategies.pptx
Factors-Influencing-Branding-Strategies.pptxFactors-Influencing-Branding-Strategies.pptx
Factors-Influencing-Branding-Strategies.pptxVikasTiwari846641
 
BDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort ServiceDelhi Call girls
 
BLOOM_April2024. Balmer Lawrie Online Monthly Bulletin
BLOOM_April2024. Balmer Lawrie Online Monthly BulletinBLOOM_April2024. Balmer Lawrie Online Monthly Bulletin
BLOOM_April2024. Balmer Lawrie Online Monthly BulletinBalmerLawrie
 
Enjoy Night⚡Call Girls Dlf City Phase 4 Gurgaon >༒8448380779 Escort Service
Enjoy Night⚡Call Girls Dlf City Phase 4 Gurgaon >༒8448380779 Escort ServiceEnjoy Night⚡Call Girls Dlf City Phase 4 Gurgaon >༒8448380779 Escort Service
Enjoy Night⚡Call Girls Dlf City Phase 4 Gurgaon >༒8448380779 Escort ServiceDelhi Call girls
 
Aryabhata I, II of mathematics of both.pptx
Aryabhata I, II of mathematics of both.pptxAryabhata I, II of mathematics of both.pptx
Aryabhata I, II of mathematics of both.pptxtegevi9289
 
BDSM⚡Call Girls in Sector 150 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 150 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 150 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 150 Noida Escorts >༒8448380779 Escort ServiceDelhi Call girls
 
CALL ON ➥8923113531 🔝Call Girls Hazratganj Lucknow best sexual service Online
CALL ON ➥8923113531 🔝Call Girls Hazratganj Lucknow best sexual service OnlineCALL ON ➥8923113531 🔝Call Girls Hazratganj Lucknow best sexual service Online
CALL ON ➥8923113531 🔝Call Girls Hazratganj Lucknow best sexual service Onlineanilsa9823
 
Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...
Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...
Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...ChesterYang6
 
Brand experience Dream Center Peoria Presentation.pdf
Brand experience Dream Center Peoria Presentation.pdfBrand experience Dream Center Peoria Presentation.pdf
Brand experience Dream Center Peoria Presentation.pdftbatkhuu1
 
Local SEO Domination: Put your business at the forefront of local searches!
Local SEO Domination:  Put your business at the forefront of local searches!Local SEO Domination:  Put your business at the forefront of local searches!
Local SEO Domination: Put your business at the forefront of local searches!dstvtechnician
 

Dernier (20)

Foundation First - Why Your Website and Content Matters - David Pisarek
Foundation First - Why Your Website and Content Matters - David PisarekFoundation First - Why Your Website and Content Matters - David Pisarek
Foundation First - Why Your Website and Content Matters - David Pisarek
 
Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15
Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15
Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15
 
Social Media Marketing PPT-Includes Paid media
Social Media Marketing PPT-Includes Paid mediaSocial Media Marketing PPT-Includes Paid media
Social Media Marketing PPT-Includes Paid media
 
What is Google Search Console and What is it provide?
What is Google Search Console and What is it provide?What is Google Search Console and What is it provide?
What is Google Search Console and What is it provide?
 
No Cookies No Problem - Steve Krull, Be Found Online
No Cookies No Problem - Steve Krull, Be Found OnlineNo Cookies No Problem - Steve Krull, Be Found Online
No Cookies No Problem - Steve Krull, Be Found Online
 
Brighton SEO April 2024 - The Good, the Bad & the Ugly of SEO Success
Brighton SEO April 2024 - The Good, the Bad & the Ugly of SEO SuccessBrighton SEO April 2024 - The Good, the Bad & the Ugly of SEO Success
Brighton SEO April 2024 - The Good, the Bad & the Ugly of SEO Success
 
Factors-Influencing-Branding-Strategies.pptx
Factors-Influencing-Branding-Strategies.pptxFactors-Influencing-Branding-Strategies.pptx
Factors-Influencing-Branding-Strategies.pptx
 
SEO Master Class - Steve Wiideman, Wiideman Consulting Group
SEO Master Class - Steve Wiideman, Wiideman Consulting GroupSEO Master Class - Steve Wiideman, Wiideman Consulting Group
SEO Master Class - Steve Wiideman, Wiideman Consulting Group
 
BDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort Service
 
BLOOM_April2024. Balmer Lawrie Online Monthly Bulletin
BLOOM_April2024. Balmer Lawrie Online Monthly BulletinBLOOM_April2024. Balmer Lawrie Online Monthly Bulletin
BLOOM_April2024. Balmer Lawrie Online Monthly Bulletin
 
How to Create a Social Media Plan Like a Pro - Jordan Scheltgen
How to Create a Social Media Plan Like a Pro - Jordan ScheltgenHow to Create a Social Media Plan Like a Pro - Jordan Scheltgen
How to Create a Social Media Plan Like a Pro - Jordan Scheltgen
 
Enjoy Night⚡Call Girls Dlf City Phase 4 Gurgaon >༒8448380779 Escort Service
Enjoy Night⚡Call Girls Dlf City Phase 4 Gurgaon >༒8448380779 Escort ServiceEnjoy Night⚡Call Girls Dlf City Phase 4 Gurgaon >༒8448380779 Escort Service
Enjoy Night⚡Call Girls Dlf City Phase 4 Gurgaon >༒8448380779 Escort Service
 
Aryabhata I, II of mathematics of both.pptx
Aryabhata I, II of mathematics of both.pptxAryabhata I, II of mathematics of both.pptx
Aryabhata I, II of mathematics of both.pptx
 
BDSM⚡Call Girls in Sector 150 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 150 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 150 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 150 Noida Escorts >༒8448380779 Escort Service
 
CALL ON ➥8923113531 🔝Call Girls Hazratganj Lucknow best sexual service Online
CALL ON ➥8923113531 🔝Call Girls Hazratganj Lucknow best sexual service OnlineCALL ON ➥8923113531 🔝Call Girls Hazratganj Lucknow best sexual service Online
CALL ON ➥8923113531 🔝Call Girls Hazratganj Lucknow best sexual service Online
 
Top 5 Breakthrough AI Innovations Elevating Content Creation and Personalizat...
Top 5 Breakthrough AI Innovations Elevating Content Creation and Personalizat...Top 5 Breakthrough AI Innovations Elevating Content Creation and Personalizat...
Top 5 Breakthrough AI Innovations Elevating Content Creation and Personalizat...
 
Creator Influencer Strategy Master Class - Corinne Rose Guirgis
Creator Influencer Strategy Master Class - Corinne Rose GuirgisCreator Influencer Strategy Master Class - Corinne Rose Guirgis
Creator Influencer Strategy Master Class - Corinne Rose Guirgis
 
Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...
Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...
Netflix Ads The Game Changer in Video Ads – Who Needs YouTube.pptx (Chester Y...
 
Brand experience Dream Center Peoria Presentation.pdf
Brand experience Dream Center Peoria Presentation.pdfBrand experience Dream Center Peoria Presentation.pdf
Brand experience Dream Center Peoria Presentation.pdf
 
Local SEO Domination: Put your business at the forefront of local searches!
Local SEO Domination:  Put your business at the forefront of local searches!Local SEO Domination:  Put your business at the forefront of local searches!
Local SEO Domination: Put your business at the forefront of local searches!
 

Users Are Aware of What Fraud Bots Can Do Augustine Fou

  • 1. January 2015 / Page 0marketing.scienceconsulting group, inc. Dr. Augustine Fou ​pretend to be iphone to steal info fake mouse moving around on page fake human actions like page scroll make fake webpages for ad fraud fill fake data into online forms generate fake clicks on ads/links User awareness of what fraud bots can do n = 500 n = 500 • Survey fielded in January 2015, U.S. Only • N = 1,000 overall (slight wording differences between blue and red) • About a fifth of consumers were aware of bots causing click fraud and online form fraud percent