Algorithmic Challenges in Protecting Privacy for Biomedical Data - IPAM

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

08:00-09:00
Check-In/Light Breakfast (Hosted by IPAM)
09:00-10:20
Kobbi Nissim (Georgetown University)
Differential privacy: A concise tutorial
10:20-10:40
Break
10:40-12:00
Balasubramanian Narasimhan (Stanford University)
Distributed and Privacy-Preserving Computations in R

Afternoon Session

12:00-13:30
Lunch (on your own)
13:30-13:50
Jean-pierre Hubaux (École Polytechnique Fédérale de Lausanne (EPFL))
Security and Privacy of P4 Medicine: Challenges and Possible Solutions
13:50-14:10
Gene Tsudik (University of California, Irvine (UCI))
Security in Personal Genomics: Lest We Forget
14:10-14:30
Justin Wagner (University of Maryland)
Using Secure Computation for Statistical Analysis of Genomic Assay Data
14:30-14:50
Break
14:50-15:10
Thomas Steinke (IBM Almaden Research Center)
How well does privacy compose?
15:10-15:30
Sean Simmons (Broad Institute)
Quantifying Patient Privacy in Public Disease Portals
15:30-15:50
Abhradeep Thakurta (University of California, Santa Cruz (UC Santa Cruz))
Distributed Private Machine Learning
15:50-16:10
Break
16:10-16:30
Erman Ayday (Case Western Reserve University)
Privacy Challenges of Genomic Data Sharing
16:30-16:50
Joseph Paulson (Genentech, Inc.)
Sparse-aware methods for analyzing high-throughput sequencing assays
16:50-17:10
Chiara Sabatti (Stanford University)
Knockoff genotypes: value in counterfeit

Thursday, January 11, 2018

Morning Session

08:00-09:40
Check-In/Breakfast (Hosted by IPAM)
09:40-10:00
Aleksandra Slavković (Penn State University)
Structure and Sensitivity in Differential privacy: Optimal K-norm mechanisms
10:00-10:20
Xiaoqian Jiang (University of California, San Diego (UCSD))
Differentially private secure distributed logistic regression
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

Afternoon Session

12:00-13:30
Lunch (on your own)
13:30-14:50
Eleazar Eskin (University of California, Los Angeles (UCLA))
The mystery of missing heritability
14:50-15:00
Break
15:00-16:20
Kristin Lauter (Microsoft Research)
Homomorphic Encryption as a tool for Protecting Genomic Privacy
16:20-17:00
Breakout Groups
17:00-18:30
Poster Session & Reception (Hosted by IPAM)

Friday, January 12, 2018

Morning Session

08:00-09:00
Check-In/Breakfast (Hosted by IPAM)
09:00-10:15
Breakout Groups
10:15-10:30
Break
10:30-10:50
Cenk Sahinalp (Indiana University)
PRESAGE: PRIVACY-PRESERVING GENETIC TESTING VIA INTEL SGX
10:50-11:10
Arif Ozgun Harmanci (Yale University)
Quantifying Sensitive Information Leakage from Functinal Genomics Data
11:10-11:30
Pragya Sur (Stanford University)
On the Likelihood Ratio Test in High Dimensional Logistic Regression
11:30-13:00
Lunch (on your own)

Afternoon Session

13:00-15:40
Breakout Groups Report & Discussion
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