Pinned Repositories
cba-on-trust-models-for-IoT-systems
Implementations of trust models used as case studies for this research project.
federated_rl
Federated Reinforcement Learning
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
ppdhfl
Private Personalized Device Heterogeneous Federated Learning
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
torchwood
A badwolf based colorscheme for kakoune
viceroy
A project evaluating some novel attacks against federated learning defenses
scholar.hasfailed.us
Google Scholar is a trans-exclusionary site. Don't use it. Help us demand change.
codymlewis's Repositories
codymlewis/viceroy
A project evaluating some novel attacks against federated learning defenses
codymlewis/gradient-inversion
JAX-based implementations of gradient inversion attacks
codymlewis/cba-on-trust-models-for-IoT-systems
Implementations of trust models used as case studies for this research project.
codymlewis/federated_rl
Federated Reinforcement Learning
codymlewis/secure_aggregation
An implementation of the secure aggregation algorithm for federated learning
codymlewis/FL_Compression_Attack_Eval
Evaluate the impacts of communication reduction on FL attacks
codymlewis/hypno
Just a casual project that provides a minor solution to the distributed learning of block non-i.i.d. data
codymlewis/model-inversion
A JAX implementation of the model-inversion attack
codymlewis/ppdhfl
Private Personalized Device Heterogeneous Federated Learning
codymlewis/SecOpt
Mitigation of gradient inversion attacks in federated learning with private adaptive optimization.
codymlewis/android-gmp
GMP built for the android platform
codymlewis/android-openssl
pre-built openssl library for the android platform
codymlewis/android-pbc
PBC built for the android platform
codymlewis/codymlewis
codymlewis/codymlewis.github.io
My personal website
codymlewis/Euler
codymlewis/federated_regression
codymlewis/flax_gradcam
A generalized implementation of Grad-CAM for Flax
codymlewis/ids_presentation
A presentation on the step-by-step process for machine learning and federated learning
codymlewis/jax_kmeans
Pure jax implementations of k-means clustering
codymlewis/kerasapp2flax
Convert keras applications weights into flax model weights
codymlewis/ntmg
A fast and simple data management library for machine learning
codymlewis/perceptron
An object oriented implementation of a neural network
codymlewis/pyNAX
codymlewis/pyseltongue
Shamir Secret Sharing library
codymlewis/QuantumChess
codymlewis/safeflax
Save and load flax model parameters to and from the safetensors format
codymlewis/scholar.hasfailed.us
Google Scholar is a trans-exclusionary site. Don't use it. Help us demand change.
codymlewis/smart_grid_ppo
Proximal Policy Optimization in smart grid setting, implemented with jax and flax
codymlewis/variational_bottleneck
A flax implementation of the variational bottleneck from https://arxiv.org/abs/2108.04725