Algorithmic Challenges in Protecting Privacy for Biomedical Data

January 10 - 12, 2018

Schedule

All times in this Schedule are Pacific Time (PT)

Wednesday, January 10, 2018

Morning Session
8:00 - 9:00 Check-In/Light Breakfast (Hosted by IPAM)
9:00 - 10:20
Kobbi Nissim (Georgetown University)

Differential privacy: A concise tutorial
PDF Presentation

 
10:20 - 10:40 Break
10:40 - 12:00
Balasubramanian Narasimhan (Stanford University)

Distributed and Privacy-Preserving Computations in R
PDF Presentation

 
12:00 - 1:30 Lunch (on your own)

Afternoon Session
1:30 - 1:50
Jean-pierre Hubaux (École Polytechnique Fédérale de Lausanne (EPFL))

Security and Privacy of P4 Medicine: Challenges and Possible Solutions
PDF Presentation

 
1:50 - 2:10
Gene Tsudik (University of California, Irvine (UCI))

Security in Personal Genomics: Lest We Forget
PDF Presentation

 
2:10 - 2:30
2:30 - 2:50 Break
2:50 - 3:10
Thomas Steinke (IBM Almaden Research Center)

How well does privacy compose?
PDF Presentation

 
3:10 - 3:30
3:30 - 3:50
Abhradeep Thakurta (University of California, Santa Cruz (UC Santa Cruz))

Distributed Private Machine Learning
PDF Presentation

 
3:50 - 4:10 Break
4:10 - 4:30
Erman Ayday (Case Western Reserve University)

Privacy Challenges of Genomic Data Sharing
PDF Presentation

 
4:30 - 4:50
4:50 - 5:10
Chiara Sabatti (Stanford University)

Knockoff genotypes: value in counterfeit
PDF Presentation

 

Thursday, January 11, 2018

Morning Session
8:00 - 9:40 Check-In/Breakfast (Hosted by IPAM)
9:40 - 10:00
10:00 - 10:20
Xiaoqian Jiang (University of California, San Diego (UCSD))

Differentially private secure distributed logistic regression
PDF Presentation

 
10:20 - 10:40 Break
10:40 - 12:00
Noah Rosenberg (Stanford University)

Genetic record matching using linkage disequilibrium: population genetics, statistical genetics, and forensic genetics

12:00 - 1:30 Lunch (on your own)

Afternoon Session
1:30 - 2:50
Eleazar Eskin (University of California, Los Angeles (UCLA))

 

 
2:50 - 3:00 Break
3:00 - 4:20
Kristin Lauter (Microsoft Research)

Homomorphic Encryption as a tool for Protecting Genomic Privacy

 
4:20 - 5:00 Breakout Groups
5:00 - 6:30 Poster Session & Reception (Hosted by IPAM)

Friday, January 12, 2018

Morning Session
8:00 - 9:00 Check-In/Breakfast (Hosted by IPAM)
9:00 - 10:15 Breakout Groups
10:15 - 10:30 Break
10:30 - 10:50
Cenk Sahinalp (Indiana University)

PRESAGE: PRIVACY-PRESERVING GENETIC TESTING VIA INTEL SGX
PDF Presentation

 
10:50 - 11:10
11:10 - 11:30
11:30 - 1:00 Lunch (on your own)

Afternoon Session
1:00 - 3:40 Breakout Groups Report & Discussion