4. workshop responsible data science - discussion on confidentiality in data science by ronald...

14
JADS-ws on Responsible Data Science confidentiality prof.dr. Ronald Leenes Understanding Society

Upload: jheronimus-academy-of-data-science

Post on 09-Jan-2017

63 views

Category:

Data & Analytics


0 download

TRANSCRIPT

Page 1: 4. Workshop Responsible Data Science - Discussion on Confidentiality in data science by Ronald Leenes

JADS-ws on Responsible Data Science confidentiality

prof.dr. Ronald Leenes

Understanding Society

Page 2: 4. Workshop Responsible Data Science - Discussion on Confidentiality in data science by Ronald Leenes
Page 3: 4. Workshop Responsible Data Science - Discussion on Confidentiality in data science by Ronald Leenes
Page 4: 4. Workshop Responsible Data Science - Discussion on Confidentiality in data science by Ronald Leenes

data determinism

identity theft

data protection

Page 5: 4. Workshop Responsible Data Science - Discussion on Confidentiality in data science by Ronald Leenes

in a moral community people do the right things for the

right reasons (not because it is the law)*

*but a stick might help

Page 6: 4. Workshop Responsible Data Science - Discussion on Confidentiality in data science by Ronald Leenes

“confidentiality”

Page 7: 4. Workshop Responsible Data Science - Discussion on Confidentiality in data science by Ronald Leenes

95/46/ECData protection Directive

Page 8: 4. Workshop Responsible Data Science - Discussion on Confidentiality in data science by Ronald Leenes

GDPRCOM(2012) 11 final 25-01-2012

General Data Protection Regulation

Page 9: 4. Workshop Responsible Data Science - Discussion on Confidentiality in data science by Ronald Leenes

confidentialitypersonal data

fairness autonomy

transparency &

accountability

purpose limitation data minimisation security

Page 10: 4. Workshop Responsible Data Science - Discussion on Confidentiality in data science by Ronald Leenes

the GDPR introduces/reinforces some serious challenges for data scientists

claim

purpose limitation data minimisation transparency accountability privacy by design

Page 11: 4. Workshop Responsible Data Science - Discussion on Confidentiality in data science by Ronald Leenes

data security will become an even more challenging topic

claim

cybercrime data breach notification secure & process

Page 12: 4. Workshop Responsible Data Science - Discussion on Confidentiality in data science by Ronald Leenes

anonymization is dead/dying and Data Science slams the last nails in the coffin

claim

reidentification profiles applied all data are personal data*

*right, Nadya

Page 13: 4. Workshop Responsible Data Science - Discussion on Confidentiality in data science by Ronald Leenes

1. (how) can we reconcile Data Science with ‘GDPR’?

2. can data security be reconciled with processing?

3. do we have to stop worrying and learn to love processing personal data?

questions

Page 14: 4. Workshop Responsible Data Science - Discussion on Confidentiality in data science by Ronald Leenes

time

[email protected]