GitHub - kubershahi/ashoka-capstone: Privacy Preserving Neural Networks (PPNN): Repo for Capstone Project at Ashoka

Implementation Details for Capstone Project (PPNN):

Finnal Project Report: Capstone_Report.pdf.

git clone https://github.com/kubershahi/ashoka-capstone.git
cd ashoka-capstone
make nn         
make bb

'make nn' is for the Neural Network and 'make bb' is for the SecureNN bulding blocks.

Neural Network with ReLU and Softmax
Total of 2 Layers: one hidden layer with 256 neurons and one output layer with 10 neurons for MNIST dataset

Name		Name	Last commit message	Last commit date
Latest commit History 40 Commits
datasets		datasets
notebooks		notebooks
notes		notes
.gitignore		.gitignore
Capstone_Presentation.pdf		Capstone_Presentation.pdf
Capstone_Report.pdf		Capstone_Report.pdf
Makefile		Makefile
README.md		README.md
bb		bb
bb.cpp		bb.cpp
define.hpp		define.hpp
neural_network.cpp		neural_network.cpp
neural_network.hpp		neural_network.hpp
nn		nn
nn.cpp		nn.cpp
read_data.cpp		read_data.cpp
read_data.hpp		read_data.hpp
test		test
test.cpp		test.cpp
utils.cpp		utils.cpp
utils.hpp		utils.hpp