Discover nikosgalanis/data-poisoning-defense-fl Open Source project

Stars
17
Rank 1,257,181 (Top 25 %)
Language
Jupyter Notebook
Created almost 2 years ago
Updated 7 months ago

nikosgalanis

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

💉🔐 Novel algorithm for defending against Data Poisoning Attacks in a Federated Learning scenario

local-dp-protocols

🎓🔒 Creating, Analyzing and Testing Differential Privacy Protocols, aiming in Data Protection and Anonymization.

Jupyter Notebook

Vectors-Similarity-Search-and-Clustering

🗂️⏳LSH, Hypercube and Clustering algorithms for vectors, written in C++

C++

eClass-PenTesting

🌐🔒Exploiting and fixing security vulnerabilities in an old version of eClass

PHP

PancakeSortingProblem

🥞🍴Pancake sorting is a problem of sorting a disordered stack of pancakes in order of size when a spatula can be inserted at any point in the stack and used to flip all pancakes above it.

Haskell

Insulting-Comments-Detection-System

🤬🗨️ A machine learning system that takes a comment and ranks it as insulting or neutral. We are going to use many algorithms in order to achieve our goal: the best possible classification of the data.

Jupyter Notebook

SysPro-Assignments

📊💉Set of assignments created for the course System Programming, aiming to familiarize with more complicated use cases of C language.

B-Plus-Tree

💾🌳Implementation of a generic 2-field disk file, with B+ indexing. The file system is based on a BlockFile library.

KakuroSolver

🔢📊Kakuro is a logic puzzle that is often referred to as a mathematical transliteration of the crossword. We try to solve it as a CSP with multiple AI algorithms

Python

WordTransformation

🔄📙Given a dictionary, we want to convert word A to word B with the least possible steps. Implemented with BFS, and A* algorithm

ML-NLP-Exercises

🦜 💻 Machine Learning Projects, that concentrate on the study of Deep Learning Techniques, and their use in Natural Language Processing.

Jupyter Notebook

Memory-Management

💽⏳Simulation of the main memory, with paging, and especially an IPT, as well as 2 different alogrithms for page replacement

NNs-for-Autoencoding-and-Classifying-Images

🖼️📈Implementation of an Auto-Encoder, and a Classifier based on the encoder, with ultimate goal to classify images. Built using Python and the Keras API.

Python

Problems

💭💡All problems implementated as exercises in course: Principals Of Programming Languages

Prolog

ReadersWritersProblem

👓🖊️ This problem deals with situations in which many processes try to access the same shared resource at one time.

InfixExpressionEvaluation

C program to evaluate an infix mathematical expression

Crypt-arithmetics

🔤➡️0️⃣1️⃣ A well-known problem of crypt-arithmetics, for some wierd reason written in C

mix-flow-correlation-attack

📦🔐 Attacking Mix Networks to prove the lack of anonymity provided. Implementing Flow Correlation Attacks in different scenarios

Python

Algorithmic-Operation-Research

All mathematical projects implemented for AOR

nikosgalanis/data-poisoning-defense-fl

nikosgalanis

Reviews

Repository Details

More Repositories