This speaker series is made possible by an anonymous charitable donation in memory of cypherpunks and privacy advocates Len Sassaman, Hugh Daniel, Hal Finney, and Caspar Bowden.
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A Bigger Picture of Secure Multi-Party Computation
Marina Blanton, University at Buffalo
[Download (MP4)] [View on Youtube]
October 19, 2023 2:00pm, in DC 1302 and Zoom
Abstract
Secure multi-party computation is a mature sub-area of cryptography that enables computation over private data. Products utilizing such techniques are now increasingly being built by tech companies for privacy-preserving data analytics and other purposes. For many years, progress in this area has focused on mechanisms for securely performing different operations, i.e., on how to perform secure function evaluation. In this talk, we argue that other aspects of privacy-preserving computation deserve the attention of the research community. They include ensuring the trustworthiness of inputs to the computation, achieving security of linked computations, and selecting functions to ensure that the (authorized) information disclosure from the output is limited. We investigate the last component in more detail on the example of average salary computation, inspired by the Boston privacy-preserving gender gap study carried out in 2015-2017.
Bio
Marina Blanton is an Associate Professor in the Department of Computer Science and Engineering at the University at Buffalo (UB). She also serves as the Faculty Director of Women in Science and Engineering (WiSE) program at UB. Dr. Blanton received her MS in EECS from Ohio University in 2002, MS in CS from Purdue University in 2004, and PhD in CS from Purdue University in 2007. Her research interests are centrally in information security, privacy, and applied cryptography and recent projects span areas such as secure computation and outsourcing, integrity of outsourced computation and storage, and private biometric and genomic computation. Dr. Blanton has over 80 refereed publications, has served on the technical program committees of top conferences such as USENIX Security, IEEE S&P, and CCS, and is currently an associate editor of IEEE Transactions on Dependable and Secure Computing. She has received multiple awards for her research, including a 2013 AFOSR Young Investigator Award, the 2015 ACM CCS Test of Time Award, and a 2018 Google Faculty Research Award.
