Privacy preserving data mining Li Xiong CS573 Data Privacy and Anonymity.
PSR15 Privacy + Open Data | v4 · 1. Benefits of Open Data 2. Risks of Open Data 3. Open Data in...
Transcript of PSR15 Privacy + Open Data | v4 · 1. Benefits of Open Data 2. Risks of Open Data 3. Open Data in...
SAFEGUARDING PRIVACY WHILE INNOVATING WITH OPEN DATA SETS
Meghan Land, Staff Attorney, Privacy Rights Clearinghouse Sheldon Lee, Assistant General Counsel, Intuit Abhi Nemani, Chief Data Officer, City of Los Angeles Timothy Yim, Director of Data & Privacy, Startup Policy Lab
#PSR15 @timothy_yim @abhinemani @intuit @privacytoday
Privacy. Security. Risk. 2015 Conference Presented by IAPP & CSA Congress
Privacy.
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Open Data.
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
1. Benefits of Open Data2. Risks of Open Data3. Open Data in Cities4. Open Data in Corps5. Privacy by Design6. Resource Scarcity
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Agenda
Open Data.
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Automatic License Plate Readers
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
ALPRs
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Benefits
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Risks
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Benefits of Open Data
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Data-driven Decision Making
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Better Governance
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Better Governance
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Better Governance
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Data Science Research
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Trend Identification
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Outbreaks
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Risks of Open Data
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Re-identification
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Netflix Prize Contest
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Netflix Prize Contest
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Ask Questions
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Vulnerable
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Outliers
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Non-Consensual Transparency
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Data Retention & Time
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Physical Dangers
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Perpetuating Discriminatory Models
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Accountability
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
X
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Open Data in Cities
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Open Data Initiatives
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
City of LA Use Case
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Privacy Concerns
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Challenges for Privacy Pros
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Open Data in Corporations
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Commercial Use Case
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Contractual Obligations
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Re-identification
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Data Breaches
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Onward Transfer
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Privacy by Design
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
PbD & Privacy Engineering
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Resource Scarcity
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Red Team
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Red Team
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
• Independent of any city or organization • Focused on:
• Privacy risks • Re-identification risks
• Cost • Reduced per data set cost • Outsourced Model • Trustworthy
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Open Data: Red Team Concept
THANKS TO:
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
IAPP & Audience Members
Panelists
Safeguarding Privacy while Innovating w/ Open Data Sets #PSR15
Session Feedback:
For updated slidedeck:
Timothy Yim Director of Data & Privacy [email protected]
Twitter: @timothy_yimSafeguarding Privacy while Innovating w/ Open Data Sets #PSR15
via PSR15 Conference App (short link)