Use Tucker-2 Decomposition on convolutional layer to compress CNNs.
We test this compression techniques on two data sets: FashionMNIST and
CIFAR-10.
Check it out here Github.
Convolutional Kernel T...
This is an outline of emerging technology in distributed ledgers. If
you want to know more about one topic, please refer to associated
article.
Lecture 1
Cryptographic
Cryptographic Hash Functions...
Introduction
Gabled circuits express the function to be computed as an
“encrypted” boolean circuit, e.g. with ANDs, ORs, XORs, etc
Garbled circuits are more efficient than for 2-party joint
proces...
MPC (Multi-party Computation)
Definition
Given \(n\) parties, design a
protocol which computes a public function \(f\) over inputs from each party such that
the inputs remain private unless they wo...
Definition
Neighboring dataset
For any dataset \(D,D^{\prime}\in\mathcal{D}\), \(D,D^{\prime}\) are neighboring datasets if
and only if one of the following two statements is true:
\(\exists x\in ...
Introduction
Query-based systems aim at giving researchers and organizations
anonymous access to the data without sharing with them the
individual-level data
This can be through online interfaces,...
Pseudonymization
To remove all direct identifiers, e.g. name, phone number, address,
social security number etc, and just give each person a unique id that
cannot be linked to them:
Lookup table
...
