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Canonical
- London, UK
- @_nikos_galanis_
Stars
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
A collection of Google research projects related to Federated Learning and Federated Analytics.
An open-source framework for machine learning and other computations on decentralized data.
Bachelor's Thesis on Membership Inference Attacks
Code and resources related to my BSc thesis.
The project aims to evaluate the vulnerability of Federated Learning systems to targeted data poisoning attack known as Label Flipping Attack. The project studies the scenario that a malicious partβ¦
MiniHaskell compiler and interpreter with a Lucid-like dataflow IR
π± πΈ Understanding the Amazon from Space: Use satellite data to track the human footprint in the Amazon rainforest.
Personal project to save your parking position with 2 gestures
FedScale is a scalable and extensible open-source federated learning (FL) platform.
Exploring Automatic Music Generation using Transformer encoder-based Language Models
π» π‘ Bachelor's Thesis on Adversarial Machine Learning Attacks and Defences
π» Cooperation between a parent process and several child processes in C using a shared memory segment and semaphores
Studies on Linear and NN Approaches for Sentiment Analysis and QA Problem
πβοΈπ©οΈ This repository contains some examples for creating 2d and 3d weather plots using matplotlib and cartopy libraries in python3.
LSH/Hypercube kNN and KMeans++ Clustering on polygonic curves and time series
A C monitoring application that accepts, processes, records and answers questions about virus cases
XSS, CSRF, SQLi, RFI attacks/defences in eClass site.
DiNA is a professional networking application like LinkedIn
π π A fully functional Data Mining project based on movies and shows from Netflix.
Project 1: π¬πΏ Movie-Recommendation-System, Project 2: π°πFake News Detection System
A deep learning model to compose classical music using self-attention