~~~~~~~~~~~~~~
Q-anon Scalability
~~~~~~~~~~~~~~
Even if the number of users to be evaluated is bounded, would it be practical to calculate q over, say, a million users for every API call?
"...such minimization generally scales linearly for the Facebook data that was tested..."
Q-anon Scalability
~~~~~~~~~~~~~~
Even if the number of users to be evaluated is bounded, would it be practical to calculate q over, say, a million users for every API call?
"...such minimization generally scales linearly for the Facebook data that was tested..."
Let's posit that #QAnon is not a 'person' but 'an algorithm'; a 'process'.
For harvesting and defining 'affinity groups'.
To 'influence'.
For harvesting and defining 'affinity groups'.
To 'influence'.
~~~~~~~~~~~~
Calculating Q
~~~~~~~~~~~~
Calculating Q
~~~~~~~~~~~~
~~~~~~~~~~~~~~
Q-anon Definition
~~~~~~~~~~~~~~
Q-anon Definition
~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~
"Quasi-Anonymity"
~~~~~~~~~~~~~~~~
and 'quasi-identifier attributes'
"Quasi-Anonymity"
~~~~~~~~~~~~~~~~
and 'quasi-identifier attributes'
"q-Anon measures the probability that an all-knowing attacker may use an API query response to map private data to a social network user."
"...real Facebook data was analyzed to understand what levels of anonymity are practical for social network applications."
"...real Facebook data was analyzed to understand what levels of anonymity are practical for social network applications."
~~~~~~~~~~~~
Calculating Q
~~~~~~~~~~~~
The Czech Model
Calculating Q
~~~~~~~~~~~~
The Czech Model
q-Anon: Rethinking Anonymity for Social Networks
August 2010
via @Fam_McP 💋
researchgate.net/publication/22…
August 2010
via @Fam_McP 💋
researchgate.net/publication/22…
.@threadreaderapp unroll
This Q-Anon Paper and Thread has many affinities with #CambridgeAnalytica, et al - along with #QAnon
Who was it that was linked to 'Czech', please?
Who was it that was linked to 'Czech', please?
This Q-Anon Paper and Thread has many affinities with #CambridgeAnalytica, et al - along with #QAnon
Who was it that was linked to 'Czech', and '#FACEBOOK', please?
Who was it that was linked to 'Czech', and '#FACEBOOK', please?
Who was it that was linked to 'Czech', and '#FACEBOOK', please?
'Q-Anon' Algorithm, Facebook and Cambridge Analytica?
en.wikipedia.org/wiki/Cambridge…
en.wikipedia.org/wiki/Cambridge…
I wonder if 8chan, 8kun and #QAnon are linked on the WWW to SCL and/or Cambridge Analytica...
Well. Look at that.
Well. Look at that.
I wonder if 8chan, 8kun and #QAnon are linked on the WWW to SCL and/or Cambridge Analytica...
I wonder if 2chan, 8chan, 8kun and #QAnon are linked on the WWW to SCL and/or Cambridge Analytica and Trump and Russia...
I wonder if 2chan, 8chan, 8kun and #QAnon are linked on the WWW to SCL and/or Cambridge Analytica and Trump and Russia...
I wonder if 2chan, 8chan, 8kun and #QAnon are linked on the WWW to SCL and/or Cambridge Analytica and Trump and Russia...
.@threadreaderapp unroll another one. Just like the other one.
#QAnon :: An Interface for Scraping Data
"We call this anonymity model “q-Anon,”"
"It has been shown that Facebook data can be modeled as a Boolean expression which when simplified measures its k-anonymity"
"We call this anonymity model “q-Anon,”"
"It has been shown that Facebook data can be modeled as a Boolean expression which when simplified measures its k-anonymity"
#QAnon :: An Interface
"In 2001, Sweeney published a paper [8] describing the “re-identification” attack in which multiple public data sources may be combined to compromise the privacy of an individual. The paper proposes an anonymity definition called k-anonymity."
"In 2001, Sweeney published a paper [8] describing the “re-identification” attack in which multiple public data sources may be combined to compromise the privacy of an individual. The paper proposes an anonymity definition called k-anonymity."
#QAnon :: An Interface
"Research suggests that this trend will continue toward seamlessly integrating personal information from diverse Internet sources, including social networks, mobile and environmental sensors, location and historical behavior"
"Research suggests that this trend will continue toward seamlessly integrating personal information from diverse Internet sources, including social networks, mobile and environmental sensors, location and historical behavior"
#QAnon :: An Interface
"The first step in anonymizing a data set is removing the unique identifiers. The most common unique identifiers discussed in this paper are social network user IDs (#Facebook ID or username)."
"The first step in anonymizing a data set is removing the unique identifiers. The most common unique identifiers discussed in this paper are social network user IDs (#Facebook ID or username)."
Quasi-Identifiers :: Voting Records
Quasi-Identifiers are ASSUMED TO BE PUBLIC
Assumed Data Characterization :: FACEBOOK
FACEBOOK's 'TRUSTED DATA COLLECTOR'
"Privacy is measured in terms of "Q""
ADVERSARY :: DEFINED
ADVERSARY :: DEFINED
#QAnon assumes "data is provided" via an "interactive interface"....
YOU'RE ALL SUCKERS, ANYWAY...
.
.
Somebody should ask Mark Zuckerberg of he's familiar with the q-anon model.
While he's hooked up to a lie-detector.
While he's hooked up to a lie-detector.
Did you mention that you like, 'AVATAR'?
What is Your "Q-VALUE" ?
Where are you and what bucket are you in with who else?
FACEBOOK CONNECTIONS
Bouncing Data, Compares, Normalizing and Extracting
Google - IMDb - Facebook
Combining 'Lord of the Rings' or 'LOTR' or 'The Rings Trology' or...
Bouncing Data, Compares, Normalizing and Extracting
Google - IMDb - Facebook
Combining 'Lord of the Rings' or 'LOTR' or 'The Rings Trology' or...
SANITIZING your Data for better q-anon values...
CZECH TECHNICAL UNIVERSITY
The q-anon ATTACKER...
q-anon
Anyone you know?
Anyone you know?
Dalenius’ desideratum
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