55 citations · 55 across the 1 of their papers we have counts for
4 papers
PolyDNN: Polynomial Representation of NN for Communication-less SMPC Inference
Philip Derbeko, Shlomi Dolev
The structure and weights of Deep Neural Networks (DNN) typically encode and contain very valuable information about the dataset that was used to train the network. One way to prot…
Efficient and Private Approximations of Distributed Databases Calculations
Philip Derbeko, Shlomi Dolev, Ehud Gudes +1
In recent years, an increasing amount of data is collected in different and often, not cooperative, databases. The problem of privacy-preserving, distributed calculations over sepa…
Security and Privacy Aspects in MapReduce on Clouds: A Survey
Philip Derbeko, Shlomi Dolev, Ehud Gudes +1
MapReduce is a programming system for distributed processing large-scale data in an efficient and fault tolerant manner on a private, public, or hybrid cloud. MapReduce is extensiv…
Explicit Learning Curves for Transduction and Application to Clustering and Compression Algorithms
P. Derbeko, R. El-Yaniv, R. Meir
Inductive learning is based on inferring a general rule from a finite data set and using it to label new data. In transduction one attempts to solve the problem of using a labeled…