1k citations · 1.1k across the 7 of their papers we have counts for
4 papers · 1 filter
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…
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…
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…