abhinav-bhardwaj / Network-Intrusion-Detection-Using-Machine-Learning
A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach
☆132Updated 3 years ago
Alternatives and similar repositories for Network-Intrusion-Detection-Using-Machine-Learning:
Users that are interested in Network-Intrusion-Detection-Using-Machine-Learning are comparing it to the libraries listed below
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆169Updated 3 years ago
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆283Updated last year
- Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm☆82Updated 4 years ago
- Network intrusions classification using algorithms such as Support Vector Machine (SVM), Decision Tree, Naive Baye, K-Nearest Neighbor (K…☆102Updated 7 years ago
- Due to the increasingly development of network technology recently, there are various cyber-attacks posed the huge threats to different …☆30Updated 6 years ago
- Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN w…☆41Updated last year
- IoT networks have become an increasingly valuable target of malicious attacks due to the increased amount of valuable user data they cont…☆25Updated 2 years ago
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆204Updated 11 months ago
- Network Intrusion Detection System using Deep Learning Techniques☆154Updated 5 years ago
- IoT intrusion Detection Model based on neural network and random forests☆45Updated 6 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆97Updated 5 years ago
- Network related services, programs and applications are developing greatly, however, network security breaches are also developing with t…☆22Updated 3 years ago
- Simple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for …☆88Updated 5 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆87Updated last year
- IDS monitors a network or systems for malicious activity and protects a computer network from unauthorized access from users,including pe…☆98Updated 2 years ago
- Machine Learning and Deep Learning models for Anomaly Detection☆9Updated 6 years ago
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆259Updated 5 years ago
- A Recurrent Neural Networks implementation using Keras for network intrusion detection☆31Updated 3 years ago
- The case study on a Network-based Intrusion Detection System is a Machine Learning-based Web application based on https://arxiv.org/pdf/1…☆25Updated 3 years ago
- Two staged IDS specific to IoT networks where Signature based IDS and Anomaly based IDS which is trained and classified using machine lea…☆43Updated 5 years ago
- Cyber-attack classification in the network traffic database using NSL-KDD dataset☆26Updated 4 years ago
- DDoS attack analysis using Machine Learning☆41Updated 4 years ago
- This repository contains a notebook implementing an autoencoder based approach for intrusion detection, the full documentation of the stu…☆33Updated 6 years ago
- Cyber Attack Detection thanks to Machine Learning Algorithms☆104Updated 5 years ago
- An intrusion detection system (IDS) based on machine learning technique, specifically the anomaly detection algorithm.☆21Updated 4 years ago
- A machine learning based Intrusion Detection System☆137Updated 5 years ago
- Machine Learning in Cybersecurity☆82Updated 6 months ago
- CICIDS2017 dataset☆69Updated 3 years ago
- A thesis submitted for the degree of Master of Science in Computer Networks and Security☆217Updated 2 years ago
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆43Updated 4 years ago