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GDPR:	THREAT	OR	
OPPORTUNITY?
POUYT	SAMUEL
WHAT	ARE	WE	
SPEAKING	
ABOUT?
What	is	GDPR	- some	theory
One	way	of	solving	it	and	
turning	it	into	an	opportunity
Demo
WHAT	IS	GDPR?
Context
Privacy
Threat
Opportunity
CONTEXT
Who	I	am?
• Not	a	lawyer...
• Full	Stack	Dev	-
Software	Architect
• ERS
01
CONTEXT	– EUROPEAN	RESPIRATORY	SOCIETY
127
C o u n t r i e s
25 000
D e l e g a t e s
70
S c i e n t i f i c S e s s i o n s
4000
O r i g i n a l a b s t r a c t s
50
E d u c a t i o n a l s e e s i o n s
180
I n t e r n a t i o n a l e x h i b i t o r s
40 000
M e m b e r s
120 000
N e w s l e t t e r
CONTEXT
Who	I	am?
• Not	a	lawyer...
• Full	Stack	Dev	-
Software	Architect
• ERS
01
General	
Data	
Protection	
Regulation
02
European	Law
• But...
03
May	2018
But	we	are	
supposed	to	know	
about	it	since	2016
04
PRIVACY
Not	optional	
anymore.	
By	design
By	default
01
Demonstrable
• Conception
• Certification
02
Older	software
• Documented	process
03
PRIVACY	– DATA	SUBJECT
Anything	and	
everything
Right	to	access
01
”
“Any	information	related	to	a	natural	person	or	‘Data	
Subject’,	that	can	be	used	to	directly or	indirectly identify	
the	person.	It	can	be	anything from	a	name,	a	photo,	an	
email	address,	bank	details,	posts	on	social	networking	
websites,	medical	information,	or	a	computer	IP	address.
http://www.eugdpr.org/gdpr-faqs.html
PRIVACY	– DATA	SUBJECT
Anything	and	
everything
Right	to	access
01
Consent
• Easy	to	give
• Easy	to	withdraw
02
”
“ The	conditions	for	consent	have	been	strengthened,	and	
companies	will	no	longer	be	able	to	use	long	illegible	terms	and	
conditions	full	of	legalese,	as	the	request	for	consent	must	be	
given	in	an	intelligible	and	easily	accessible	form,	with	the	
purpose	for	data	processing	attached	to	that	consent.	Consent	
must	be	clear	and	distinguishable	from	other	matters	and	
provided	in	an	intelligible	and	easily	accessible	form,	using	
clear	and	plain	language.	It	must	be	as	easy	to	withdraw	
consent	as	it	is	to	give	it
http://www.eugdpr.org/key-changes.html
PRIVACY	– DATA	SUBJECT
Anything	and	
everything
Right	to	access
01
Consent
• Easy	to	give
• Easy	to	withdraw
02
Right	to	be	
forgotten
03
PRIVACY	– DATA	SUBJECT
Anything	and	
everything
Right	to	access
01
Consent
• Easy	to	give
• Easy	to	withdraw
02
Right	to	be	
forgotten
03
Data	
Portability
• exactitude	of	data
04
PRIVACY	– DATA	SUBJECT
Anything	and	
everything
Right	to	access
01
Consent
• Easy	to	give
• Easy	to	withdraw
02
Right	to	be	
forgotten
03
Data	
Portability
• exactitude	of	data
04
Re-
identification
• Read	indirect	:(
05
”
“
De	Montjoye and	colleagues	examined	three	months	of	credit	
card	transactions	for	1.1	million	people,	all	of	which	had	been	
scrubbed	of	any	[personally	identifiable	information].	Still,	90%	
of	the	time	he	managed	to	identify	individuals	in	the	dataset	
using	the	date	and	location	of	just	four of	their	transactions.	By	
adding	knowledge	of	the	price	of	the	transactions,	he	
increased	“reidentification”	(the	academic	term	for	spotting	an	
individual	in	anonymized	data)	to	94%.	Additionally,	women	
were	easier	to	reidentify than	men,	and	reidentification ability	
increased	with	income	of	the	consumer.
https://hbr.org/2015/02/theres-no-such-thing-as-anonymous-data
”
“ Latanya Sweeney	found	that	87	percent	of	the	
population	in	the	United	States,	216	million	of	248	
million,	could	likely	be	uniquely	identified	by	their	five-
digit	ZIP	code,	combined	with	their	gender and	date	of	
birth.
https://www.wired.com/2007/12/why-anonymous-data-sometimes-isnt/
”
“ ‘pseudonymisation’	means	the	processing	of	personal	
data	in	such	a	manner	that	the	personal	data	can	no	
longer	be	attributed	to	a	specific	data	subject	without	
the	use	of	additional	information,	provided	that	such	
additional	information	is	kept	separately	and	is	subject	to	
technical	and	organisational measures	to	ensure	that	the	
personal	data	are	not	attributed	to	an	identified	or	
identifiable	natural	person;	(Art	4.5)
https://iapp.org/news/a/looking-to-comply-with-gdpr-heres-a-primer-on-anonymization-and-
pseudonymization/
”
“ the	controller	shall,	in	order	to	ascertain	whether	
processing	for	another	purpose	is	compatible	with	the	
purpose	for	which	the	personal	data	are	initially	
collected,	take	into	account,	inter	alia:
[...]
e)	the	existence	of	appropriate	safeguards,	which	may	
include	encryption	or	pseudonymisation.(Art	6)
https://iapp.org/news/a/looking-to-comply-with-gdpr-heres-a-primer-on-anonymization-and-
pseudonymization/
THREAT	
What	we	know
01
”
“
Under	GDPR	organizations	in	breach	of	GDPR	can	be	fined	up	
to	4%	of	annual	global	turnover	or	€20	Million	(whichever	is	
greater).	This	is	the	maximum	fine	that	can	be	imposed	for	the	
most	serious	infringements	e.g. not	having	sufficient	customer	
consent	to	process	data	or	violating	the	core	of	Privacy	by	
Design	concepts.	There	is	a	tiered	approach	to	fines	e.g.	a	
company	can	be	fined	2%	for	not	having	their	records	in	order	
(article	28),	not	notifying	the	supervising	authority	and	data	
subject	about	a	breach	or	not	conducting	impact	assessment.	
It	is	important	to	note	that	these	rules	apply	to	both	controllers	
and	processors	-- meaning	'clouds'	will	not	be	exempt	from	
GDPR	enforcement.
http://www.eugdpr.org/key-changes.html
THREAT	
What	we	know
• Fines
• When
• The	clock	is	ticking…
01
What	we	don’t	know
• How	it	will	be	applied
• How	far
• Good	will/Due	diligence
02
THREAT	- SUMMARY	
Not	(only)	an	IT	
problem
01
Expensive
02
Direct	and	Indirect
03
OPPORTUNITY	(ONE	AMONG	MANY)
Data	opportunity
• We	need	to	know	everything	about	the	
data	we	hold	about	a	user	or	data	
subject
• Tracking	system
01
Mix	everything
• Expand	the	tracking	system
• Mix	content	into	it
• Find	a	way	to	be	GDPR	compliant
02
GDPR + =
GRAKN.AI	TO	
SOLVE	GDPR
What	is	GRAKN.AI
Architecture
Schema
API	and	Dashboard
Demo
”
“ THE DATABASE FOR	AI
Grakn is	a	hyper-relational database	for	knowledge	
engineering.	Rooted	in	Knowledge	Representation	and	
Automated	Reasoning,	Grakn provides	the	knowledge	
base	foundation	for	intelligent/cognitive	systems.
ARCHITECTURE
SCHEMA
SCHEMA
property sub entity is-abstract
has value
plays owned
plays demand
plays authorizer
plays exported
plays imported
plays revoker
plays withdrawer;
last-name sub property;
first-name sub property;
email sub property;
match
$a isa property;
$p isa person, has identifier 123456;
(exporter:$x, exported:$a, exported-to:$z);
(owned:$a, owner:$p); get;
address sub property
has value;
city sub address;
zip sub address;
street1 sub address;
street2 sub address;
street3 sub address;
SCHEMA
person sub entity
has timestamp
has type
has identifier
plays identified
plays imported
plays importer
plays exported
plays exporter
plays owner;
match
$p isa person;
$e isa email, has value "member@test.com";
($e, $p) isa belongs;
get $p;
match $p isa person has identifier 1;get;
SCHEMA	– HOW	TO	EXTEND	IT	AND	BE	GDPR	COMPLIANT?
anonymous sub entity
has timestamp
plays incognito;
SCHEMA	– HOW	TO	EXTEND	IT	AND	BE	GDPR	COMPLIANT?
anonymous:	
V123456
anonymous:	
V123457
article:	V1 article:	V2 article:	V3 article:	V4 article:	V5
topic:	V14
topic:	V11
topic:	V15
topic:	V12
topic:	V16
topic:	V13
topic:	V17
SCHEMA	– AUTHORIZATION
authorization sub entity
has name
has description
has timestamp
has expiration-date
plays needed
plays requisite
plays revoked
plays withdrawn;
ONTOLOGY	– AUTHORIZATION
INFERENCE
define
is-authorized sub rule,
when {
(demand: $a, needed: $b) isa needs;
(requisite: $b, requester: $c ) isa requires;
} then {
(authorizer: $a, authorized: $c) isa authorizes;
};
is-revoked sub rule,
when {
(revoker:$a, revoked:$b) isa revoke;
(requisite:$b, requester: $c) isa requires;
} then {
(withdrawer:$a, withdrawn:$c) isa withdraws;
};
API
Return	all	data	from	a	user
Revoke	authorizations	for	a	user
All	authorization	should	be	returned	for	a	given	system
Are	all	authorizations	available	for	a	given	system?
Log	what	systems	(or…)	are	doing	with	the	user	data
It	should	be	documented
Tested	and	Scalable
Secure	/	protected
Recommendations/activity/etc.
DASHBOARD
DEMO	TIME
GIT	HUB	REPO:	HTTPS://GITHUB.COM/IDEALLEY/GRAKN-GDPR

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