Secure and verifiable outsourcing of large-scale biometric computations
Abstract
Cloud computing services are becoming more prevalent and readily available today, bringing to us economies of scale and making large-scale computation feasible. Security and privacy considerations, however, stand in the way of fully utilizing the benefits of such services and architectures. In this work we address the problem of secure outsourcing of large-scale biometric experiments to a cloud or grid in a way that the client can verify that with very high probability the task was computed correctly. We conduct thorough theoretical analysis of the proposed techniques and provide implementation results that indicate that our solution imposes modest overhead.
Document Details
- Document Type
- Pub Defense Publication
- Publication Date
- Nov 01, 2013
- Source ID
- 10.1145/2535523
Entities
People
- Keith B. Frikken
- Marina Blanton
- Yihua Zhang
Organizations
- Air Force Office of Scientific Research
- Division of Computer and Network Systems
- Miami University
- University of Notre Dame