Algorithmic Challenges in Protecting Privacy for Biomedical Data
January 10 - 12, 2018
Wednesday, January 10, 2018 | |
8:00 - 9:00 | Check-In/Breakfast (Hosted by IPAM) |
9:00 - 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 |
12:00 - 1:30 | Lunch (on your own) |
1:30 - 1:50 | Jean-pierre Hubaux (École Polytechnique Fédérale de Lausanne (EPFL)) Security and Privacy of P4 Medicine: Challenges and Possible Solutions |
1:50 - 2:10 | Gene Tsudik (University of California, Irvine (UCI)) Security in Personal Genomics: Lest We Forget |
2:10 - 2:30 | Justin Wagner (University of Maryland) Using Secure Computation for Statistical Analysis of Genomic Assay Data |
2:30 - 2:50 | Break |
2:50 - 3:10 | Thomas Steinke (IBM Almaden Research Center) How well does privacy compose? |
3:10 - 3:30 | Sean Simmons (Broad Institute) Quantifying Patient Privacy in Public Disease Portals |
3:30 - 3:50 | Abhradeep Thakurta (University of California, Santa Cruz (UC Santa Cruz)) Distributed Private Machine Learning |
3:50 - 4:10 | Break |
4:10 - 4:30 | Erman Ayday (Case Western Reserve University) Privacy Challenges of Genomic Data Sharing |
4:30 - 4:50 | Joseph Paulson (Genentech, Inc.) Sparse-aware methods for analyzing high-throughput sequencing assays |
4:50 - 5:10 | Chiara Sabatti (Stanford University) Knockoff genotypes: value in counterfeit |
Thursday, January 11, 2018 | |
8:00 - 9:40 | Breakfast (hosted by IPAM) |
9:40 - 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 |
12:00 - 1:30 | Lunch (on your own) |
1:30 - 2:50 | Eleazar Eskin (University of California, Los Angeles (UCLA)) To Be Announced |
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 | |
8:00 - 9:00 | 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 |
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 - 1:00 | Lunch (on your own) |
1:00 - 3:40 | Breakout Groups Report & Discussion |