edykristianto Goto Github PK

a-new-combination-of-machine-learning-algorithms-using-stacking-approach-for-misbehavior-detection

a-new-procedure-for-misbehavior-detection-using-machine-learning-approaches

addressing-class-imbalance-fl

This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).

applied-deep-learning

Applied Deep Learning Course

art050_nn_sae

Public repository containing materials used in the Sparse Autoencoder (SAE) article

artificial-intelligence-enabled-security-provisioning-for-autonomous-vehicles

Material for SOP

autoencoders

Implementation of simple autoencoders networks with Keras

awesome-federated-learning

Federated Learning Library: https://fedml.ai

awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

can-anomaly-detection

Anomaly detection in CANBus traffic with LSTM and Autoencoders. Idea borrowed from publications such as: https://ieeexplore.ieee.org/document/9216166.

data-analysis

Data Science Using Python

data-science--cheat-sheet

Cheat Sheets

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

easyfl

An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223).

edykristianto

Config files for my GitHub profile.

f2md

Framework For Misbehavior Detection in C-ITS (ITS-G5 & C-V2X)

feddc

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

federated-learning-vanet

Classifying different types of attacks in VANET system using federated learning and comparing the accuracy, precision and recall values with standard SGD approach. Used popular VeReMi dataset in the process

federated-xgboost

Federated Learning on XGBoost

federated_learning_course

Federated Learning Course Materials

federated_learning_pytorch

Simplified implementation of federated learning in PyTorch

fedfomo

fedmatch

This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning

fedprox

Federated Optimization in Heterogeneous Networks (MLSys '20)

fedsiam-pytorch

flower

Flower - A Friendly Federated Learning Framework

gan

gateway-ids

In-vehicle gateway intrusion detection based on ARM