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adult-income-analysis

Exploratory data analysis for the Adult or Census Income dataset from UCI Machine Learning Repository : https://archive.ics.uci.edu/ml/datasets/adult

aggregathor

Byzantine-resilient distributed SGD with TensorFlow.

backdoor_federated_learning

Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)

contra2020

Initial code for "CONTRA: Defending against Poisoning Attacks in Federated Learning" published in ESORICS 2021

crfl

CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)

deforumstablediffusionlocal

Local version of Deforum Stable Diffusion, supports txt settings file input and animation features!

ece_fl_public

end-to-end-sequence-labeling-via-bi-directional-lstm-cnns-crf-tutorial

Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

faassim

This is the repository for the Function-as-a-service simulator (FaasSim) developed to evaluate different FaaS platform configurations.

federated-averaging-pytorch

An unofficial PyTorch implementation of a federated learning algorithm, FedAvg.

fldetector

The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients"

foolsgold

A sybil-resilient distributed learning protocol.

github-slideshow

A robot powered training repository :robot:

hatefulchallenge

Enhance Multimodal Model Performance with Data Augmentation: Facebook Hateful Meme Challenge Solution

mud-hog_federated_learning

Long-Short History of Gradients is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning

niid-bench

Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

python-b-spline-examples

Examples in Python about plotting and interpolating a B-spline curve and their comparison using Numpy, Scipy and Matplotlib.

rtfps

RtFPS An Interactive Map that Visualizes and Predicts Wildfires in the US