Research Interests
- Privacy enhancing technologies (including big data and genomic privacy)
- Genomic privacy
- Fingerprinting correlated data and relational databases
- Iterative algorithms for trust and reputation management
News
- We are always looking for Master's and Ph.D. students to work on data privacy. Send me an email if interested (exa208@case.edu):
- New paper in AMAI 2023: Efficient Federated Kinship Relationship Identification
- New paper in APBC 2023: Near-Optimal Privacy-Utility Tradeoff in Genomic Studies Using Selective SNP Hiding
- New paper in NDSS 2023: Differentially-Private Fingerprinting of Relational Databases
- New paper in PETS 2023: Differentially Private Fingerprinting for Location Trajectories
- New grant from NSF: Privacy-Preserving Sharing of Genomic Databases
- New grant from NIH: Privacy Challenges of Genomic Data-Sharing Beacons and Solutions - https://engineering.case.edu/research/labs/SPiD/projects/p1_beacon
- New grant from NSF: Robust, Privacy- and Utility-Preserving Fingerprinting Schemes for Correlated Data - https://engineering.case.edu/research/labs/SPiD/projects/p2_satc
- New grant from NSF: ICICLE: Intelligent CyberInfrastructure with Computational Learning in the Environment - https://engineering.case.edu/research/labs/SPiD/projects/p5_icicle
- Grant from Cisco Research: Privacy-Preserving Distributed Healthcare Analytics through Personal Clouds - https://engineering.case.edu/research/labs/SPiD/projects/p3_healthcare
- Grant from GE Lighting (Savant): Privacy-Preserving Federated Learning for Smart Home - https://engineering.case.edu/research/labs/SPiD/projects/p4_smarthome
Contact
Department of Computer and Data Sciences, Olin 402
Case Western Reserve University
Cleveland, OHIO, 44106, USA
exa208@case.edu