android-gmp

GMP built for the android platform

android-openssl

pre-built openssl library for the android platform

android-pbc

PBC built for the android platform

cba-on-trust-models-for-iot-systems

Implementations of trust models used as case studies for this research project.

codymlewis

codymlewis.github.io

My personal website

euler

federated_regression

federated_rl

Federated Reinforcement Learning

fl_compression_attack_eval

Evaluate the impacts of communication reduction on FL attacks

flax_gradcam

A generalized implementation of Grad-CAM for Flax

gradient-inversion

JAX-based implementations of gradient inversion attacks

hypno

Just a casual project that provides a minor solution to the distributed learning of block non-i.i.d. data

ids_presentation

A presentation on the step-by-step process for machine learning and federated learning

jax_kmeans

Pure jax implementations of k-means clustering

kerasapp2flax

Convert keras applications weights into flax model weights

ml-trust-model

model-inversion

A JAX implementation of the model-inversion attack

ntmg

A fast and simple data management library for machine learning

perceptron

An object oriented implementation of a neural network

ppdhfl

Private Personalized Device Heterogeneous Federated Learning

pynax

pyseltongue

Shamir Secret Sharing library

quantumchess

safeflax

Save and load flax model parameters to and from the safetensors format

scholar.hasfailed.us

Google Scholar is a trans-exclusionary site. Don't use it. Help us demand change.

secopt

Mitigation of gradient inversion attacks in federated learning with private adaptive optimization.

secure_aggregation

An implementation of the secure aggregation algorithm for federated learning

smart_grid_ppo

Proximal Policy Optimization in smart grid setting, implemented with jax and flax

torchwood

A badwolf based colorscheme for kakoune