5gc_apis

RESTful APIs of main Network Functions in the 3GPP 5G Core Network

acid

Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk/ppatras/pub/infocom21.pdf)

arcus

async-hfl

[IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks

awesome-cybersecurity-datasets

A curated list of amazingly awesome Cybersecurity datasets

awesome-incremental-learning

Awesome Incremental Learning

awesome-novel-class-discovery

A list of papers that studies Novel Class Discovery

canshield

CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level

classificationbasedonsfts

Repository for the paper Network Traffic Classification based on Single Flow Time Series Analysis

continual-federated-ids

coursera-test

Coursera Test Repository

coursera_html-css-javascript-for-web-developers

Solutions to the assignments of the Coursera course "HTML, CSS, and Javascript for Web Developers" by Johns Hopkins University.

cyberood

Official code of the paper: "Are Existing Out-Of-Distribution Techniques Suitable for Network Intrusion Detection?"

datavisualizationoffederateddatasets

For IEEE IoT magazine

dbn-based-nids

An Intrusion Detection System based on Deep Belief Networks

efficient-cnn-bilstm-for-network-ids

federated-gan

A collection of Google research projects related to Federated Learning and Federated Analytics.

fedlab

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

fullstack-course4

Example code for HTML, CSS, and Javascript for Web Developers Coursera Course

gurpreet-web

hgw-tc-experimental-code

The code realization of comparative experiment in paper “Network Traffic Classification based on Edge Gateway using Deep Federated Learning”.

kairos

kddcup99-cnn

Using PyTorch to train kddcup99 dataset with convolutional neural networks.

lexnet

LEXNet: A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification

logo

Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)

nlp4cybersecurity

NLP model and tech for cyber security tasks

pytorchtutorial

PyTorch Tutorials from my YouTube channel

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

simpac-2022-278

pFedDef: Defending Grey-Box Attacks for Personalized Federated Learning

streamndr

Novelty detection for data streams in Python