13. @johnnyryan
$ ///
VisitorSiteSupply-side
platform (SSP)
Demand-side
platform (DSP)
Data management
platform (DMP)
Marketer Ad Exchange
Serve page
Request page
Request bid
Request segment
Request bid
Cookie to SSP
Deliver segment
Ad request
Store data
âDemand sideâ âSupply sideâ
(one or many)
(10s or 100s or 1000s?)
14. @johnnyryan
$ ///
VisitorSiteSupply-side
platform (SSP)
Demand-side
platform (DSP)
Data management
platform (DMP)
Marketer Ad Exchange
Serve page
Request page
Request bid
Request segment
Request bid
Cookie to SSP
Deliver ad
Deliver segment
Ad request
Store data
âDemand sideâ âSupply sideâ
(one or many)
(10s or 100s or 1000s?)
15. @johnnyryan
$ ///
VisitorSiteSupply-side
platform (SSP)
Demand-side
platform (DSP)
Data management
platform (DMP)
Marketer Ad Exchange
Serve page
Request page
Request bid
Request segment
Request bid
Cookie to SSP
Deliver ad
Deliver segment
Sync
Ad request
Store data
âDemand sideâ âSupply sideâ
(one or many)
(10s or 100s or 1000s?)
16. @johnnyryan
$ ///
VisitorSiteSupply-side
platform (SSP)
Demand-side
platform (DSP)
Data management
platform (DMP)
Marketer Ad Exchange
Serve page
Request page
Request bid
Request segment
Request bid
Cookie to SSP
Deliver ad
Sync
Deliver segment
Sync
Ad request
Store data
âDemand sideâ âSupply sideâ
(one or many)
(10s or 100s or 1000s?)
24. @johnnyryan
CNIL regulator caught it with
68 million illegal RTB records.
Example
Vectaury: a small DSP/DMP/
trading desk in France. âŹ3.5M
annual turnover in 2017 (though
subsequently won a âŹ20M
investment).
DSP
27. @johnnyryan
Is 68 million
just 30%?
Then this small company
was sent personal data
Œ BILLION times via RTB
(in just one year)
28. website.com
This is the current process of
real-time bidding that is used in
online behavioural advertising.
Channel of data leakage
Legend
Money
DATA LEAKAGE
IN ONLINE
ADVERTISING
@johnnyryan
29. website.com
This is the current process of
real-time bidding that is used in
online behavioural advertising.
Channel of data leakage
Legend
Money
DATA LEAKAGE
IN ONLINE
ADVERTISING
@johnnyryan
30. Ad server
website.com
Ad server
javascript
Step 1.
User requests
webpageThis is the current process of
real-time bidding that is used in
online behavioural advertising.
Channel of data leakage
Legend
Money
DATA LEAKAGE
IN ONLINE
ADVERTISING
@johnnyryan
31. Ad server SSP
Step 2.
Ad server
selects an SSP
website.com
Ad server
javascript
SSP
javascript
Step 1.
User requests
webpageThis is the current process of
real-time bidding that is used in
online behavioural advertising.
Channel of data leakage
Legend
Money
DATA LEAKAGE
IN ONLINE
ADVERTISING
@johnnyryan
32. Ad server SSP
Step 2.
Ad server
selects an SSP
Step 3.
SSP selects an
exchange
website.com
Ad server
javascript
SSP
javascript
Step 1.
User requests
webpage
Ad exchange
This is the current process of
real-time bidding that is used in
online behavioural advertising.
Channel of data leakage
Legend
Money
DATA LEAKAGE
IN ONLINE
ADVERTISING
@johnnyryan
33. Ad server SSP
Step 2.
Ad server
selects an SSP
Step 3.
SSP selects an
exchange
MARKETERS
website.com
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
Ad server
javascript
SSP
javascript
Step 1.
User requests
webpage
Ad exchange
Step 4.
Exchange sends
bid requests to
hundreds of
partners
This is the current process of
real-time bidding that is used in
online behavioural advertising.
Channel of data leakage
Legend
Money
DATA LEAKAGE
IN ONLINE
ADVERTISING
@johnnyryan
34. Ad server SSP
Step 2.
Ad server
selects an SSP
Step 3.
SSP selects an
exchange
MARKETERS
website.com
Winningbid
Ad server
javascript
SSP
javascript
Step 1.
User requests
webpage
Ad exchange
Step 4.
Exchange sends
bid requests to
hundreds of
partners
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
This is the current process of
real-time bidding that is used in
online behavioural advertising.
Channel of data leakage
Legend
Money
DATA LEAKAGE
IN ONLINE
ADVERTISING
@johnnyryan
35. Ad server SSP
Step 2.
Ad server
selects an SSP
Step 3.
SSP selects an
exchange
MARKETERS
website.com
Winningbid
Ad server
javascript
SSP
javascript
DMP
DMP
DMP DMP
DSP
DSP
DSP
DSP
DSP
Step 1.
User requests
webpage
Ad exchange
Step 4.
Exchange sends
bid requests to
hundreds of
partners
Step 5.
Exchange lets
some DMPs/
DSPs to refresh
cookie sync
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
This is the current process of
real-time bidding that is used in
online behavioural advertising.
Channel of data leakage
Legend
Money
DATA LEAKAGE
IN ONLINE
ADVERTISING
@johnnyryan
36. Ad server SSP
Step 2.
Ad server
selects an SSP
Step 3.
SSP selects an
exchange
MARKETERS
website.com
Winningbid
Ad server
javascript
SSP
javascript
DMP
DMP
DMP DMP
DSP
DSP
DSP
DSP
DSP
DSP
javascript
Step 6.
Exchange serves
winning bid
Winning DSP
Step 1.
User requests
webpage
Ad exchange
Step 4.
Exchange sends
bid requests to
hundreds of
partners
Step 5.
Exchange lets
some DMPs/
DSPs to refresh
cookie sync
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
This is the current process of
real-time bidding that is used in
online behavioural advertising.
Channel of data leakage
Legend
Money
DATA LEAKAGE
IN ONLINE
ADVERTISING
@johnnyryan
37. Ad server SSP
Step 2.
Ad server
selects an SSP
Step 3.
SSP selects an
exchange
Step 7.
DSP serves
agency creative
MARKETERS
website.com
Winningbid
Ad server
javascript
SSP
javascript
DMP
DMP
DMP DMP
DSP
DSP
DSP
DSP
DSP
DSP
javascript
Ad server
javascript
Step 6.
Exchange serves
winning bid
Agency
ad server
Winning DSP
Step 1.
User requests
webpage
Ad exchange
Step 4.
Exchange sends
bid requests to
hundreds of
partners
Step 5.
Exchange lets
some DMPs/
DSPs to refresh
cookie sync
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
This is the current process of
real-time bidding that is used in
online behavioural advertising.
Channel of data leakage
Legend
Money
DATA LEAKAGE
IN ONLINE
ADVERTISING
@johnnyryan
38. Ad server SSP
Step 2.
Ad server
selects an SSP
Step 3.
SSP selects an
exchange
Step 7.
DSP serves
agency creative
Step 8.
Assets load
from CDN
MARKETERS
website.com
AD
Winningbid
Ad server
javascript
SSP
javascript
DMP
DMP
DMP DMP
DSP
DSP
DSP
DSP
DSP
DSP
javascript
Ad server
javascript
Step 6.
Exchange serves
winning bid
Agency
ad server
Winning DSP
Step 1.
User requests
webpage
Ad exchange
Step 4.
Exchange sends
bid requests to
hundreds of
partners
Step 5.
Exchange lets
some DMPs/
DSPs to refresh
cookie sync
CDN
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
This is the current process of
real-time bidding that is used in
online behavioural advertising.
DATA LEAKAGE
IN ONLINE
ADVERTISING
Channel of data leakage
Legend
Money
@johnnyryan
39. Ad server SSP
Step 2.
Ad server
selects an SSP
Step 3.
SSP selects an
exchange
Step 7.
DSP serves
agency creative
Step 8.
Assets load
from CDN
Step 9.
Agency ad server
loads verification
vendor
MARKETERS
website.com
AD
Winningbid
Ad server
javascript
SSP
javascript
DMP
DMP
DMP DMP
DSP
DSP
DSP
DSP
DSP
DSP
javascript
Ad server
javascript
Step 6.
Exchange serves
winning bid
Verification
javascript
Agency
ad server
Verification
vendor
Winning DSP
Step 1.
User requests
webpage
Ad exchange
Step 4.
Exchange sends
bid requests to
hundreds of
partners
Step 5.
Exchange lets
some DMPs/
DSPs to refresh
cookie sync
CDN
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
This is the current process of
real-time bidding that is used in
online behavioural advertising.
DATA LEAKAGE
IN ONLINE
ADVERTISING
Channel of data leakage
Legend
Money
@johnnyryan
45. @johnnyryanThe website this speciïŹc person is currently viewing
Various ID codes that identify this
speciïŹc person, and can tie them to
existing proïŹles
Distinctive characteristics of this speciïŹc person
This speciïŹc personâs IP address
Distinctive information about
this speciïŹc personâs device
Distinctive information about this speciïŹc
personâs device
This young womanâs GPS coordinates!
49. @johnnyryan
Index Exchange 50 billion
1. âTour IXâs Amsterdam and Frankfurt Data Centersâ, Index Exchange, 2 July 2018 (URL: https://www.indexexchange.com/tour-ix-amsterdam-frankfurt-data-centers/).
2. "OpenX Ad Exchange", OpenX (URL: https://www.openx.com/uk_en/products/ad-exchange/).
3. âBuyersâ, Rubicon Project (URL: https://rubiconproject.com/buyers/).
4. "How PubMatic Is Learning Machine Learning", PubMatic, 25 January 2019 (URL: https://pubmatic.com/blog/learning-machine-learning/)
5. "Maximize yield with Oath's publisher offerings", Oath, 3 April 2018 (URL: https://www.oath.com/insights/maximize-yield-with-oath-s-publisher-offerings/)
6. 500 Billion / 29.6 = 18.6 billion impressions per day. Using AppNexus 1:11.5 ratio, this is 214 auctions per day. 500+ impressions figure cited in âOptimize your mobile
strategyâ, Smaato (URL: https://www.smaato.com/).
7. âTransacting at a peak of 11.4 billion daily impressions, our marketplace handles more traffic each day than Visa, Nasdaq, and the NYSE combinedâ at https://
www.appnexus.com/sell. Note that in 2017, AppNexus said in âAppNexus Scales with DriveScaleâ, 2017 (URL: http://go.drivescale.com/rs/451-ESR-800/images/
DRV_Case_Study_AppNexus-final.v1.pdf) that 10.7 billion "impressions transacted" came as a result of running 123 billion auctions. The impressions transacted to
auctions ratio appears to be roughly 1:11.5. Therefore, the 11.4 daily impressions reported in 2018 equates to 131 billion auctions per day.
8. DoubleClick.Net Usage Statistics (URL: https://trends.builtwith.com/ads/DoubleClick.Net).
Real-time bidding bid requests per day
OpenX 60 billion2
Rubicon Project Unknown, 1 billion peopleâs devices3
PubMatic 70 billion4
Oath/AOL 90 billion5
AppNexus 131 billion6
Smaato 214 billion7
Google Unknown, live on 8.4 million websites8
1
Index Exchange 50 billion
The biggest
54. @johnnyryan
dailybugle.com/health/article-4574230/Postpartum-depression-guide-women-men.html
The Daily Bugle
News Sport Business Culture More
Handling postpartum depression
Written by Health Writer.
Top stories
1. Text text.
2. Text text text.
3. Text text.
4. Text text text text.
5. Text text text.
6. Text text.
Latest stories
1. Text text.
2. Text text text.
3. Text text.
4. Text text text text.
News and Opinion from trustâŠ
Empty ad slot
Empty
ad slot
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
Google/IAB
RTB system
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
DSP
Google/IAB
RTB system
Text text text text text text text text text text text text text
text text text text text text text text text text text text text
text text text text text text text text text text text text text
text text text text text text text text text text text text text
text text text text text text text text text text text text text
text text text text text text text text text text text text text
text text text text text text text text text text text text text
text text text text text text text text text text text text text
text text text text text text text text text text text text text
text text text text text text text text text text.
Text text text text text text text text text text text text text
text text text text text text text text text text text text text
text text.
Text text text text text text text text text text text text text
text text text text text text text text text text text text text
text text text text text text text text text text text text text
text text text text text text text text text text text text text
text text text text text text text text text text text text text
text text text text text
RTB broadcasts what you are looking at
online, and where you are right now.
55. @johnnyryanHow RTB data leakage supports untrustworthy websites
The Daily Bugle
///
Step 1.
User âJohnâ visits
The Daily Bugle
56. @johnnyryanHow RTB data leakage supports untrustworthy websites
The Daily Bugle
///
Step 1.
User âJohnâ visits
The Daily Bugle
Step 2.
Bid request
broadcasts personal
data about John
57. @johnnyryanHow RTB data leakage supports untrustworthy websites
The Daily Bugle
///
Step 3.
100s of companies in the ad
auction can now re-identify
John as a Daily Bugle reader
Step 1.
User âJohnâ visits
The Daily Bugle
Step 2.
Bid request
broadcasts personal
data about John
John
58. @johnnyryan
Step 4.
The Daily Bugle is
paid âŹ1 to show ad
to John
How RTB data leakage supports untrustworthy websites
The Daily Bugle
///
Step 3.
100s of companies in the ad
auction can now re-identify
John as a Daily Bugle reader
Step 1.
User âJohnâ visits
The Daily Bugle
âŹ1 advertisement
Step 2.
Bid request
broadcasts personal
data about John
John
59. @johnnyryan
Step 4.
The Daily Bugle is
paid âŹ1 to show ad
to John
How RTB data leakage supports untrustworthy websites
The Daily Bugle
Step 5.
Later, John visits a
low quality website
Step 3.
100s of companies in the ad
auction can now re-identify
John as a Daily Bugle reader
Step 1.
User âJohnâ visits
The Daily Bugle
âŹ1 advertisement
De5troyTru5t.com
///
Step 2.
Bid request
broadcasts personal
data about John
John
60. @johnnyryan
Step 4.
The Daily Bugle is
paid âŹ1 to show ad
to John
How RTB data leakage supports untrustworthy websites
The Daily Bugle
Step 5.
Later, John visits a
low quality website
Step 6.
Bid request
announces John is
here
Step 3.
100s of companies in the ad
auction can now re-identify
John as a Daily Bugle reader
Step 1.
User âJohnâ visits
The Daily Bugle
âŹ1 advertisement
De5troyTru5t.com
///
Step 2.
Bid request
broadcasts personal
data about John
John
61. @johnnyryan
Step 4.
The Daily Bugle is
paid âŹ1 to show ad
to John
Step 7.
De5troyTru5t.com is paid
âŹ0.01 to show ad to John
How RTB data leakage supports untrustworthy websites
The Daily Bugle
Step 5.
Later, John visits a
low quality website
Step 6.
Bid request
announces John is
here
Step 3.
100s of companies in the ad
auction can now re-identify
John as a Daily Bugle reader
Step 1.
User âJohnâ visits
The Daily Bugle
âŹ1 advertisement
De5troyTru5t.com
âŹ0.01 advertisement
///
Step 2.
Bid request
broadcasts personal
data about John
John
62. @johnnyryan
Step 4.
The Daily Bugle is
paid âŹ1 to show ad
to John
Step 7.
De5troyTru5t.com is paid
âŹ0.01 to show ad to John
How RTB data leakage supports untrustworthy websites
The Daily Bugle
Step 5.
Later, John visits a
low quality website
Step 6.
Bid request
announces John is
here
Step 3.
100s of companies in the ad
auction can now re-identify
John as a Daily Bugle reader
Step 1.
User âJohnâ visits
The Daily Bugle
âŹ1 advertisement
De5troyTru5t.com
âŹ0.01 advertisement
///
Step 2.
Bid request
broadcasts personal
data about John
Worthy sites lose their unique audience, and feed
a business model for the bottom of the Web.
John
64. @johnnyryan
The Daily Bugle
Step 1.
A bot masquerading
as a human visits
The Daily Bugle ///
Fake
How RTB enables to steal from publishers and
advertisers.
fraudsters
65. @johnnyryan
The Daily Bugle
Step 1.
A bot masquerading
as a human visits
The Daily Bugle
Step 2.
Bid request
broadcasts personal
data about Bot///
Fake
How RTB enables to steal from publishers and
advertisers.
fraudsters
66. @johnnyryan
The Daily Bugle
Step 3.
100s of companies in the ad
auction can now re-identify
Bot as a Daily Bugle reader
Step 1.
A bot masquerading
as a human visits
The Daily Bugle
Step 2.
Bid request
broadcasts personal
data about Bot
Bot
///
Fake
How RTB enables to steal from publishers and
advertisers.
fraudsters
67. @johnnyryan
Step 4.
The Daily Bugle is
paid âŹ1 to show ad
The Daily Bugle
Step 3.
100s of companies in the ad
auction can now re-identify
Bot as a Daily Bugle reader
Step 1.
A bot masquerading
as a human visits
The Daily Bugle
âŹ1 advertisement
Step 2.
Bid request
broadcasts personal
data about Bot
Bot
///
Fake
How RTB enables to steal from publishers and
advertisers.
fraudsters
68. @johnnyryan
Step 4.
The Daily Bugle is
paid âŹ1 to show ad
The Daily Bugle
Step 5.
Later, an
untrustworthy website
buts bot traïŹc
Step 3.
100s of companies in the ad
auction can now re-identify
Bot as a Daily Bugle reader
Step 1.
A bot masquerading
as a human visits
The Daily Bugle
âŹ1 advertisement
De5troyTru5t.com
Step 2.
Bid request
broadcasts personal
data about Bot
Bot
///
Fake
///
Fake
How RTB enables to steal from publishers and
advertisers.
fraudsters
69. @johnnyryan
Step 4.
The Daily Bugle is
paid âŹ1 to show ad
The Daily Bugle
Step 5.
Later, an
untrustworthy website
buts bot traïŹc
Step 6.
Bid request
announces Bot is
here
Step 3.
100s of companies in the ad
auction can now re-identify
Bot as a Daily Bugle reader
Step 1.
A bot masquerading
as a human visits
The Daily Bugle
âŹ1 advertisement
De5troyTru5t.com
Step 2.
Bid request
broadcasts personal
data about Bot
Bot
///
Fake
///
Fake
How RTB enables to steal from publishers and
advertisers.
fraudsters
70. @johnnyryan
Step 4.
The Daily Bugle is
paid âŹ1 to show ad
Step 7.
De5troyTru5t.com is paid
âŹ0.01 to show ad to Bot
The Daily Bugle
Step 5.
Later, an
untrustworthy website
buts bot traïŹc
Step 6.
Bid request
announces Bot is
here
Step 3.
100s of companies in the ad
auction can now re-identify
Bot as a Daily Bugle reader
Step 1.
A bot masquerading
as a human visits
The Daily Bugle
âŹ1 advertisement
De5troyTru5t.com
âŹ0.01 advertisement
Step 2.
Bid request
broadcasts personal
data about Bot
Bot
///
Fake
///
Fake
How RTB enables to steal from publishers and
advertisers.
fraudsters
71. @johnnyryan
$ ///
VisitorSiteSupply-side
platform (SSP)
Demand-side
platform (DSP)
Data management
platform (DMP)
Marketer Ad Exchange
Serve page
Request page
Request bid
Request segment
Request bid
Cookie to SSP
Deliver ad
Sync
Deliver segment
Sync
Ad request
Store data
âDemand sideâ âSupply sideâ
(one or many)
(10s or 100s or 1000s?)
DSPDMP SSP
72. @johnnyryan
Buyer Seller
Extracts 70-55% of
buyerâs media budget.
Distribution
Marketer
$ DMP DSP Ad Exchange SSP
Site
Unique audience
commodiïŹed and
arbitraged.
Untrustworthy sites
business model
enabled.
Bot fraud boosted.
70% figure from the Guardian
and Rubicon case in 2017. 55%
figure from âThe Programmatic
Supply Chain: Deconstructing the
Anatomy of a Programmatic
CPMâ, IAB, March 2016.
MARKET OVERVIEW (NOW)
PERSONAL DATA IN IAB / GOOGLE RTB
Victims of massive
fraud.
2019 estimates range from $5.7B
(ANA) - $42B (Juniper Research).
73. @johnnyryanNPO (publisher) revenue increase, after removing
all 3rd party ad tracking in 2020
1 Economic Quarterly Report, RaboBank, 23 March 2020 (URL: https://economics.rabobank.com/publications/2020/march/the-netherlands-coronavirus-pushes-economy-in-a-recession/);
"SLUMP: DUTCH GDP PLUNGES 1.7% IN AFTER 5 YEARS OF QUARTERLY GROWTH", NL Times, 15 May 2020 (URL: https://nltimes.nl/2020/05/15/slump-dutch-gdp-plunges-17-5-years-quarterly-growth).
January February March April May
COVID-19MARKETSHOCK
June
Data from Ster, NPOâs saleshouse.
+79%
+62%
+27%
+9%
+17%+25%
+50%
+75%
July August
+17%
+21%
+77%
75. @johnnyryan
Extracts much lower %
of buyerâs media budget.
Unique audience
become immune to
commodification and
arbitrage.
No opportunity for
untrustworthy sites.
Bot fraud reduced.
Bot fraud opportunity
reduced.
MARKET OVERVIEW (POST-FIX)
NON-PERSONAL DATA IN IAB / GOOGLE RTB
Marketer
$ DMP DSP Ad Exchange SSP
Site
Buyer SellerDistribution
77. "Cross-context behavioral advertising" means
the targeting of advertising to a consumer
based on the consumer's personal information
obtained from the consumer's activity across âŠ
distinctly-branded websites, applications âŠ
other than the ⊠distinctly-branded website âŠ
with which the consumer intentionally
interacts.â
California Privacy Rights Act, §1798.140 (k)
Cross-context behavioral advertisingâ
78. "Share," "shared," or "sharing" means sharing,
renting, releasing, disclosing, disseminating,
making available, transferring, ⊠to a third
party for cross-context behavioral advertising,
⊠including transactions between a business
and a third party for cross-context
behavioral advertising for the beneïŹt of a
business in which no money is exchanged.
â
â
California Privacy Rights Act, §1798.140 (k)(ah)(1)
cross-context behavioral advertising
89. @johnnyryan
There must be a way for an individual to
prevent information about him that was
obtained for one purpose from being
used or made available for other
purposes without his consent.
â
â
Report to Sec. Caspar W. Weinberger. Advisory Committee
on Automated Personal Data Systems, July 1973.
90. @johnnyryan
-GDPR, Article 5 (1) (b)
(b)collected for speciïŹed, explicit and legitimate purposes
and not further processed in a manner that is
incompatible with those purposes; further processing for
archiving purposes in the public interest, scientiïŹc or
historical research purposes or statistical purposes shall,
in accordance with Article 89(1), not be considered to be
incompatible with the initial purposes
Personal data shall be:
94. @johnnyryan
1 O 1 O1
1 O
1 O 1 O1
1 O 1 O1
1 O 1 O1
Put a companyâs
data under the
microscope.
95. @johnnyryan
1 O 1 O 1
1. An organization
collects some personal
data. It is lawful.
96. @johnnyryan
1 O 1 O 1
1. An organization
collects some personal
data. It is lawful.
2. The organization has
many purposes that it
wants to use the data for.
97. @johnnyryan
1 O 1 O 1
1 O 1 O 1
1 O 1 O 1
1 O 1 O 1
1 O 1 O 1
1 O 1 O 1
1 O 1 O 1
1 O 1 O 1
1 O 1 O 1
1 O 1 O 1
1 O 1 O 1
1 O 1 O 1
1 O 1 O 1
1 O 1 O 1
1 O 1 O 1
1 O 1 O 11 O 1 O 1
1. An organization
collects some personal
data. It is lawful.
2. The organization has
many purposes that it
wants to use the data for.
3. The organization has an internal
data free-for-all.
98. @johnnyryan
1 O 1 O 1
1. An organization
collects some personal
data. It is lawful.
2. The organization has
many purposes that it
wants to use the data for.
3. The organization has an internal
data free-for-all.
4. But this is vulnerable to
enforcement of GDPR Article 5(1)b.
99. @johnnyryan
1 O 1 O 1
Many purposes.
But few lawful
data.
@johnnyryan
114. @johnnyryan
Data through Googleâs own
properties (all purposes)
Data collected on other companiesâ
properties (all purposes)
All data used across all Google
businesses, in all markets
115. @johnnyryan
Data through Googleâs own
properties (all purposes)
Data collected on other companiesâ
properties (all purposes)
All data used across all Google
businesses, in all markets