GURPREET-WEB
I am Gurpreet Singh and welcome to my portfolio. I have included some of my Data Science projects here.
IIT HyderabadHyderabad, India
Pinned Repositories
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)
An-IoT-Network-Intrusion-Detection-and-Classification-System-with-XGBoost-using-CICIoT2023-Dataset
Master of Data Science Project
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
Gurpreet-Web
GURPREET-WEB's Repositories
GURPREET-WEB/5GC_APIs
RESTful APIs of main Network Functions in the 3GPP 5G Core Network
GURPREET-WEB/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)
GURPREET-WEB/An-IoT-Network-Intrusion-Detection-and-Classification-System-with-XGBoost-using-CICIoT2023-Dataset
Master of Data Science Project
GURPREET-WEB/ARCUS
GURPREET-WEB/Async-HFL
[IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks
GURPREET-WEB/Awesome-Cybersecurity-Datasets
A curated list of amazingly awesome Cybersecurity datasets
GURPREET-WEB/Awesome-Incremental-Learning
Awesome Incremental Learning
GURPREET-WEB/Awesome-Novel-Class-Discovery
A list of papers that studies Novel Class Discovery
GURPREET-WEB/canshield
CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level
GURPREET-WEB/ClassificationBasedOnSFTS
Repository for the paper Network Traffic Classification based on Single Flow Time Series Analysis
GURPREET-WEB/Continual-Federated-IDS
GURPREET-WEB/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.
GURPREET-WEB/CyberOOD
Official code of the paper: "Are Existing Out-Of-Distribution Techniques Suitable for Network Intrusion Detection?"
GURPREET-WEB/DataVisualizationOfFederatedDatasets
For IEEE IoT magazine
GURPREET-WEB/Gurpreet-Web
GURPREET-WEB/dbn-based-nids
An Intrusion Detection System based on Deep Belief Networks
GURPREET-WEB/Efficient-CNN-BiLSTM-for-Network-IDS
GURPREET-WEB/ESP8266-EvilTwin
ESP8266-Evil Twin with deauth capability
GURPREET-WEB/federated-GAN
A collection of Google research projects related to Federated Learning and Federated Analytics.
GURPREET-WEB/FedLab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
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”.
GURPREET-WEB/kairos
GURPREET-WEB/LEXNet
LEXNet: A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification
GURPREET-WEB/LoGo
Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)
GURPREET-WEB/NLP4CyberSecurity
NLP model and tech for cyber security tasks
GURPREET-WEB/pytorchTutorial
PyTorch Tutorials from my YouTube channel
GURPREET-WEB/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
GURPREET-WEB/SIMPAC-2022-278
pFedDef: Defending Grey-Box Attacks for Personalized Federated Learning
GURPREET-WEB/streamndr
Novelty detection for data streams in Python
GURPREET-WEB/tensorboard_plugin_customizable_plots
A plugin for TensorBoard to customize and export Scalar plots