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GDPR and Explainable AI
Daniele Magazzeni
Marco Ciurcina
Presented by Pietro Calorio
Turin, March 17th 2018 – 4:00-4:50 PM CET
GDPR e Explainable AI - slide 1 di 20CLBFEST 2018
Carol Beer gives you a WARM welcome
GDPR e Explainable AI - slide 2 di 20CLBFEST 2018
https://www.youtube.com/watch?v=zUQgthIs7pM
Computer says NO…
GDPR, recital 4:
“The processing of personal data
should be designed to serve mankind”
GDPR e Explainable AI - slide 3 di 20CLBFEST 2018
Pietro Calorio
● Nerd, Lawyer, IT and Data Protection
● Founder and President of Sloweb (non-profi)
www.sloweb.org
GDPR e Explainable AI - slide 4 di 20CLBFEST 2018
“Promote the responsible use of
information technologies and
devices, of the web and
Internet applications in
general, through education,
information and combating any
private or public improper uses
of the internet and the web”
Daniele Magazzeni
● Director of Artifcial Intelligence and
Autonomous Systems at King's College
London
● https://nms.kcl.ac.uk/daniele.magazzeni/
GDPR e Explainable AI - slide 5 di 20CLBFEST 2018
Marco Ciurcina
●Lawyer, and free software and digital
freedom activist
GDPR e Explainable AI - slide 6 di 20CLBFEST 2018
Daniele
● Could you please help us to get into the topic
by giving us a very simple and “tech-free”
defnition of “Artifcial Intelligence”?
GDPR e Explainable AI - slide 7 di 20CLBFEST 2018
Daniele
●Could you please now (reasonably)
complicate that defnition?
GDPR e Explainable AI - slide 8 di 20CLBFEST 2018
GDPR rules on
“automated decision-making” (1/3)
● Data controllers shall provide to the data subject information
about “ihe exisience of auiomaied decision-making, including
profling, [...] and, […] meaningful informaiion aboui ihe logic
involved, as well as ihe signifcance and ihe envisaged
consequences of such processing for ihe daia subjeci” (article
13.2.f and 14.2.g)
GDPR e Explainable AI - slide 9 di 20CLBFEST 2018
GDPR rules on
“automated decision-making” (2/3)
● “The daia subjeci shall have ihe righi noi io be subjeci io a
decision based solely on auiomaied processing, including
profling, which produces legal effecis concerning him or
her or similarly signifcanily affecis him or her” (article 22.1)
GDPR e Explainable AI - slide 10 di 20CLBFEST 2018
GDPR rules on
“automated decision-making” (3/3)
● Whenever a decison based on an automated processing is carried out (by
contract or consent), the controller “shall implemeni suiiable measures io
safeguard ihe daia subjeci's righis and freedoms and legiiimaie inieresis”
and data subject has the “righi io obiain human inierveniion, io express his
or her poini of view, io obiain an explanaiion of ihe decision reached [...]
and io challenge ihe decision” (recital 71 – article 22.3)
● Unless there is conseni or reasons of subsianiial public inieresi, and
“suiiable measures io safeguard [...] daia subjecis”, automated decision-
making shall not be based on special categories of personal data (article
22.4)
GDPR e Explainable AI - slide 11 di 20CLBFEST 2018
Marco
●What about the “right to
explanation” set by the GDPR?
GDPR e Explainable AI - slide 12 di 20CLBFEST 2018
Daniele
●Could you please tell us something
about the difference between “black
box AI” and “Explainable AI”?
GDPR e Explainable AI - slide 13 di 20CLBFEST 2018
Daniele
●To which questions an AI should
answer? And how it should NOT
answer?
GDPR e Explainable AI - slide 14 di 20CLBFEST 2018
Daniele
●Which technical solutions are
adoptable to make an AI
“explainable”?
GDPR e Explainable AI - slide 15 di 20CLBFEST 2018
Marco
●Somebody said that GDPR will get
the result to make illegal to develop
applications using deep learning
techniques. Is this true?
GDPR e Explainable AI - slide 16 di 20CLBFEST 2018
Marco
● Data Controllers and Data Processors can be
“agencies”: what the GDPR mean by that? Artifcial
agents which determines the purposes and means
of the processing of personal data, in an
autonomous way. Is it an imaginable scenario? Does
the GDPR have a response on that?
GDPR e Explainable AI - slide 17 di 20CLBFEST 2018
Marco
●Does it make sense to talk about a
“right to access to the algorithm”?
GDPR e Explainable AI - slide 18 di 20CLBFEST 2018
Daniele
●Any advice for AI developers
in this context?
GDPR e Explainable AI - slide 19 di 20CLBFEST 2018
Released uncer Creative Commons license (http://www.creativecommons.org)
Attribution – Non Commercial – Share Alike 4.0 International
(CC BY-NC-SA 4.0)
THANK YOU FOR YOUR ATTENTION

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GDPR ed Explainable AI - Intelligenza Artificiale e Regolamento Europeo sulla privacy

  • 1. GDPR and Explainable AI Daniele Magazzeni Marco Ciurcina Presented by Pietro Calorio Turin, March 17th 2018 – 4:00-4:50 PM CET GDPR e Explainable AI - slide 1 di 20CLBFEST 2018
  • 2. Carol Beer gives you a WARM welcome GDPR e Explainable AI - slide 2 di 20CLBFEST 2018 https://www.youtube.com/watch?v=zUQgthIs7pM
  • 3. Computer says NO… GDPR, recital 4: “The processing of personal data should be designed to serve mankind” GDPR e Explainable AI - slide 3 di 20CLBFEST 2018
  • 4. Pietro Calorio ● Nerd, Lawyer, IT and Data Protection ● Founder and President of Sloweb (non-profi) www.sloweb.org GDPR e Explainable AI - slide 4 di 20CLBFEST 2018 “Promote the responsible use of information technologies and devices, of the web and Internet applications in general, through education, information and combating any private or public improper uses of the internet and the web”
  • 5. Daniele Magazzeni ● Director of Artifcial Intelligence and Autonomous Systems at King's College London ● https://nms.kcl.ac.uk/daniele.magazzeni/ GDPR e Explainable AI - slide 5 di 20CLBFEST 2018
  • 6. Marco Ciurcina ●Lawyer, and free software and digital freedom activist GDPR e Explainable AI - slide 6 di 20CLBFEST 2018
  • 7. Daniele ● Could you please help us to get into the topic by giving us a very simple and “tech-free” defnition of “Artifcial Intelligence”? GDPR e Explainable AI - slide 7 di 20CLBFEST 2018
  • 8. Daniele ●Could you please now (reasonably) complicate that defnition? GDPR e Explainable AI - slide 8 di 20CLBFEST 2018
  • 9. GDPR rules on “automated decision-making” (1/3) ● Data controllers shall provide to the data subject information about “ihe exisience of auiomaied decision-making, including profling, [...] and, […] meaningful informaiion aboui ihe logic involved, as well as ihe signifcance and ihe envisaged consequences of such processing for ihe daia subjeci” (article 13.2.f and 14.2.g) GDPR e Explainable AI - slide 9 di 20CLBFEST 2018
  • 10. GDPR rules on “automated decision-making” (2/3) ● “The daia subjeci shall have ihe righi noi io be subjeci io a decision based solely on auiomaied processing, including profling, which produces legal effecis concerning him or her or similarly signifcanily affecis him or her” (article 22.1) GDPR e Explainable AI - slide 10 di 20CLBFEST 2018
  • 11. GDPR rules on “automated decision-making” (3/3) ● Whenever a decison based on an automated processing is carried out (by contract or consent), the controller “shall implemeni suiiable measures io safeguard ihe daia subjeci's righis and freedoms and legiiimaie inieresis” and data subject has the “righi io obiain human inierveniion, io express his or her poini of view, io obiain an explanaiion of ihe decision reached [...] and io challenge ihe decision” (recital 71 – article 22.3) ● Unless there is conseni or reasons of subsianiial public inieresi, and “suiiable measures io safeguard [...] daia subjecis”, automated decision- making shall not be based on special categories of personal data (article 22.4) GDPR e Explainable AI - slide 11 di 20CLBFEST 2018
  • 12. Marco ●What about the “right to explanation” set by the GDPR? GDPR e Explainable AI - slide 12 di 20CLBFEST 2018
  • 13. Daniele ●Could you please tell us something about the difference between “black box AI” and “Explainable AI”? GDPR e Explainable AI - slide 13 di 20CLBFEST 2018
  • 14. Daniele ●To which questions an AI should answer? And how it should NOT answer? GDPR e Explainable AI - slide 14 di 20CLBFEST 2018
  • 15. Daniele ●Which technical solutions are adoptable to make an AI “explainable”? GDPR e Explainable AI - slide 15 di 20CLBFEST 2018
  • 16. Marco ●Somebody said that GDPR will get the result to make illegal to develop applications using deep learning techniques. Is this true? GDPR e Explainable AI - slide 16 di 20CLBFEST 2018
  • 17. Marco ● Data Controllers and Data Processors can be “agencies”: what the GDPR mean by that? Artifcial agents which determines the purposes and means of the processing of personal data, in an autonomous way. Is it an imaginable scenario? Does the GDPR have a response on that? GDPR e Explainable AI - slide 17 di 20CLBFEST 2018
  • 18. Marco ●Does it make sense to talk about a “right to access to the algorithm”? GDPR e Explainable AI - slide 18 di 20CLBFEST 2018
  • 19. Daniele ●Any advice for AI developers in this context? GDPR e Explainable AI - slide 19 di 20CLBFEST 2018
  • 20. Released uncer Creative Commons license (http://www.creativecommons.org) Attribution – Non Commercial – Share Alike 4.0 International (CC BY-NC-SA 4.0) THANK YOU FOR YOUR ATTENTION