Documents
ADD SD BLACK HOLE
Sep. 25, 2015
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BLACK HOLE ANALYTICS
!
ADD/SD briefing, September 2009
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BLACK HOLE ANALYTICS
!
ADD/SD briefing, September 2009
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Contents
Describe the new breed of C2C tools
developed in Applied Research (TR)
Scaling them up through the Next
Generation Events (NGE) project
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
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Contents
Describe the new breed of C2C tools
developed in Applied Research (TR)
Scaling them up through the Next
Generation Events (NGE) project
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ o
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Next Generation Events Roadmap
Convergence 1
Cloud upscale
Internet Profiling 2
~50 x 10g
~8 x 10g
~200 x 10g
July
2009
Mar
2011
Looking Glass deliveries
Internet
Profiling 1
Capability development
(including eA)
Looking Glass deliveries
Large-scale contact
chaining
Data mining and
profiling
~80 x 10g
~260 experts
New technologies (particularly from JCE) incorporated into solution as they are de-risked / proven
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ
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Next Generation Events Roadmap
Convergence 1
Cloud upscale
Internet Profiling 2
~50 x 10g
~8 x 10g
~200 x 10g
July
2009
Mar
2011
Looking Glass deliveries
Internet
Profiling 1
Capability development
(including eA)
Looking Glass deliveries
Large-scale contact
chaining
Data mining and
profiling
~80 x 10g
~260 experts
New technologies (particularly from JCE) incorporated into solution as they are de-risked / proven
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ
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NGE Analytical Capabilities
Looking Glass
Where?
Who is
similar?
$$
When?
Who is
suspicious?
What?
Who does
this thing?
With
whom?
When should
I worry?
Currently available on the desktop
Future desktop capability
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ o
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NGE Analytical Capabilities
Looking Glass
Where?
Who is
similar?
$$
When?
Who is
suspicious?
What?
Who does
this thing?
With
whom?
When should
I worry?
Currently available on the desktop
Future desktop capability
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ o
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Some useful definitions
Presence Event
Describes that an identifier was online, on an IP address, at a point in
time.
Simple, atomic element.
Can be very easily developed so are very diverse
Very useful!
TDI = Target Description Identifier
Has a type, eg Yahoo-Y-Cookie
And a value, eg tom123@yahoo
GTDI = Generic Target Detection Identifier
Expands the TDI concept to telephony e.g. A GSM location update
message
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ on
TOP SECRET STRAP1
Some useful definitions
Presence Event
Describes that an identifier was online, on an IP address, at a point in
time.
Simple, atomic element.
Can be very easily developed so are very diverse
Very useful!
TDI = Target Description Identifier
Has a type, eg Yahoo-Y-Cookie
And a value, eg tom123@yahoo
GTDI = Generic Target Detection Identifier
Expands the TDI concept to telephony e.g. A GSM location update
message
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ on
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Some more definitions
BLACK HOLE: The large flat file storage where all the data sits
After initial processing, and before being manipulated and correlated
and loaded into the QFD database tables
QFD: Question Focused Dataset (Database)
One for each tool: MUTANT BROTH, AUTO ASSOC etc
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ o
TOP SECRET STRAP1
Some more definitions
BLACK HOLE: The large flat file storage where all the data sits
After initial processing, and before being manipulated and correlated
and loaded into the QFD database tables
QFD: Question Focused Dataset (Database)
One for each tool: MUTANT BROTH, AUTO ASSOC etc
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ o
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Probes
DATA FEED
Flat Storage
BLACK HOLE
Structured Storage
QFDs
MUTANT
BROTH
TDI
Extractio
n
TDIs
HTTP
Extractio
n
GETs
VBulletin
Extractio
n
VBulletin
KARMA
POLICE
INFINITE
MONKEYS
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
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Probes
DATA FEED
Flat Storage
BLACK HOLE
Structured Storage
QFDs
MUTANT
BROTH
TDI
Extractio
n
TDIs
HTTP
Extractio
n
GETs
VBulletin
Extractio
n
VBulletin
KARMA
POLICE
INFINITE
MONKEYS
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ
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QFD desktop…so far…
Enables analysts to:
Create a profile of a target’s online activities (Mutant Broth)
Find other identifiers for a target (Auto Assoc)
Create a social network (Social Animal)
Investigate websites or web forums of interest (Karma Police,
Infinite Monkeys, HRMAP)
Find out who has been searching the web and for what
(Memory Hole)
Find out who has been looking at what on Google Earth
(Marbled Gecko)
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ on
k
TOP SECRET STRAP1
QFD desktop…so far…
Enables analysts to:
Create a profile of a target’s online activities (Mutant Broth)
Find other identifiers for a target (Auto Assoc)
Create a social network (Social Animal)
Investigate websites or web forums of interest (Karma Police,
Infinite Monkeys, HRMAP)
Find out who has been searching the web and for what
(Memory Hole)
Find out who has been looking at what on Google Earth
(Marbled Gecko)
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ on
k
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Converged QFD desktop…by Dec…
Enables analysts to:
Create a profile of a target’s online activities alongside
telephony ( Evolved Mutant Broth)
Find alternative identifiers across telephony and the internet
(Hard Assoc)
Create a social network including telephony (Evolved Social
Animal)
Find out what has been happening in real time (Samuel Pepys)
All available on the desktop via Looking Glass plug-ins and Web
GUIs
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ
TOP SECRET STRAP1
Converged QFD desktop…by Dec…
Enables analysts to:
Create a profile of a target’s online activities alongside
telephony ( Evolved Mutant Broth)
Find alternative identifiers across telephony and the internet
(Hard Assoc)
Create a social network including telephony (Evolved Social
Animal)
Find out what has been happening in real time (Samuel Pepys)
All available on the desktop via Looking Glass plug-ins and Web
GUIs
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ
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Success story – TSS2 Nocon
Slides removed – contact
version
for full
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ on
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Success story – TSS2 Nocon
Slides removed – contact
version
for full
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ on
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TR Lab, Benhall
10g Bearers x 10-14
Data
Gateway
TR BLACK HOLE
Processing Analytic
Execution Environment
(TR Lab, Benhall)
Bu
lk
E
xtr
ac
t
Bu
lk
ex
tra
ct
Test new
QFDs
10g Bearers x 50
IP Prob
TELLURIAN
SSE
Other feeds
BUFFER
(Benhall)
NGE BLACK
HOLE
(Benhall)
Bulk
ex
IP Prob
TELLURIAN
SSE
Other feeds
Blazing Saddles
BUFFER
(Bude)
BLACK HOLE
User
tract
act
extr
k
l
u
B
10g Bearers x 34
s
Direct Acces
Processing Analytic
Execution Environment
(Ops Community, Benhall)
NGE BLACK
HOLE
(Bude)
Direct Access
Operations
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ
TOP SECRET STRAP1
TR Lab, Benhall
10g Bearers x 10-14
Data
Gateway
TR BLACK HOLE
Processing Analytic
Execution Environment
(TR Lab, Benhall)
Bu
lk
E
xtr
ac
t
Bu
lk
ex
tra
ct
Test new
QFDs
10g Bearers x 50
IP Prob
TELLURIAN
SSE
Other feeds
BUFFER
(Benhall)
NGE BLACK
HOLE
(Benhall)
Bulk
ex
IP Prob
TELLURIAN
SSE
Other feeds
Blazing Saddles
BUFFER
(Bude)
BLACK HOLE
User
tract
act
extr
k
l
u
B
10g Bearers x 34
s
Direct Acces
Processing Analytic
Execution Environment
(Ops Community, Benhall)
NGE BLACK
HOLE
(Bude)
Direct Access
Operations
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ
TOP SECRET STRAP1
Capability Dev Workspace
Hmm, new data... I wonder what
happens if I mine it like this…
I’ve just developed collection of
My FaceSpace events!
Will this NSA algorithm help?
Is that better?
Data miner
I’ll put that
processing on a
few more
bearers…
Oh, this looks interesting –
what does an analyst think?
Easy access to data,
however it is collected
Collection
engineer/
research
team
This data might be best viewed
like this; take a look
Use live data to
work on real problems
Put the latest results
in front of analysts
Analytics
developer
Processing power
ready to use
OK, but could you just…
Rapid feedback and
improvement
Is that better?
Or this?
I’ll just add in some
of those results…
Good, but how about…
Could you tweak it to…
User-interface
specialist
Analyst with an
operational problem
Oh heck, I’ve caught
Bin Laden
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCH
TOP SECRET STRAP1
Capability Dev Workspace
Hmm, new data... I wonder what
happens if I mine it like this…
I’ve just developed collection of
My FaceSpace events!
Will this NSA algorithm help?
Is that better?
Data miner
I’ll put that
processing on a
few more
bearers…
Oh, this looks interesting –
what does an analyst think?
Easy access to data,
however it is collected
Collection
engineer/
research
team
This data might be best viewed
like this; take a look
Use live data to
work on real problems
Put the latest results
in front of analysts
Analytics
developer
Processing power
ready to use
OK, but could you just…
Rapid feedback and
improvement
Is that better?
Or this?
I’ll just add in some
of those results…
Good, but how about…
Could you tweak it to…
User-interface
specialist
Analyst with an
operational problem
Oh heck, I’ve caught
Bin Laden
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCH
TOP SECRET STRAP1
Data Mining at scale
Experiments with Cloud ongoing to enable
analysts to request and run MOAGs (large TNN
graphs) from the desktop
Distillery will enable analysts to spot real time
changes to the data at scale (e.g. detection of
impossible travel)
Joint Collaboration Environment (Innov8) –
trialling running of large scale analytics using
both GCHQ and NSA data
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCH
TOP SECRET STRAP1
Data Mining at scale
Experiments with Cloud ongoing to enable
analysts to request and run MOAGs (large TNN
graphs) from the desktop
Distillery will enable analysts to spot real time
changes to the data at scale (e.g. detection of
impossible travel)
Joint Collaboration Environment (Innov8) –
trialling running of large scale analytics using
both GCHQ and NSA data
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCH
TOP SECRET STRAP1
Future Implications
We shall be able to:
easily monitor changes in our targets’ profiles and networks
develop and trial new capabilities using real life analytical
experiments
respond quickly in a crisis
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ
TOP SECRET STRAP1
Future Implications
We shall be able to:
easily monitor changes in our targets’ profiles and networks
develop and trial new capabilities using real life analytical
experiments
respond quickly in a crisis
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ
TOP SECRET STRAP1
Questions?
/BLAZING_SADDLES
/NGE_BLACK_HOLE
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ
TOP SECRET STRAP1
Questions?
/BLAZING_SADDLES
/NGE_BLACK_HOLE
This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation
Refer any FOIA queries to GCHQ