1k citations · 1.1k across the 7 of their papers we have counts for
7 papers
SoK: Privacy-preserving Deep Learning with Homomorphic Encryption
Robert Podschwadt, Daniel Takabi, Peizhao Hu
Outsourced computation for neural networks allows users access to state of the art models without needing to invest in specialized hardware and know-how. The problem is that the us…
Enhancing Cloud Storage with Shareable Instances for Social Computing
Ying Mao, Peizhao Hu
Cloud storage plays an important role in social computing. This paper aims to develop a cloud storage management system for mobile devices to support an extended set of file operat…
Computing Blindfolded on Data Homomorphically Encrypted under Multiple Keys: An Extended Survey
Asma Aloufi, Peizhao Hu, Yongsoo Song +1
New cryptographic techniques such as homomorphic encryption (HE) allow computations to be outsourced to and evaluated blindfolded in a resourceful cloud. These computations often r…
Collaborative Homomorphic Computation on Data Encrypted under Multiple Keys
Asma Aloufi, Peizhao Hu
Homomorphic encryption (HE) is a promising cryptographic technique for enabling secure collaborative machine learning in the cloud. However, support for homomorphic computation on…
MAC-Layer Rate Control for 802.11 Networks: Lesson Learned and Looking Forward
Wei Yin, Peizhao Hu, Jadwiga Indulska +2
Rate control at the MAC-layer is one of the fundamental building blocks in many wireless networks. Over the past two decades around thirty mechanisms have been proposed in the lite…
DRAPS: Dynamic and Resource-Aware Placement Scheme for Docker Containers in a Heterogeneous Cluster
Ying Mao, Jenna Oak, Anthony Pompili +3
Virtualization is a promising technology that has facilitated cloud computing to become the next wave of the Internet revolution. Adopted by data centers, millions of applications…
A Survey on Consensus Mechanisms and Mining Strategy Management in Blockchain Networks
Wenbo Wang, Dinh Thai Hoang, Peizhao Hu +5
The past decade has witnessed the rapid evolution in blockchain technologies, which has attracted tremendous interests from both the research communities and industries. The blockc…