fisher85 / ml-cybersecurityLinks
Machine Learning in Cybersecurity
☆88Updated 5 months ago
Alternatives and similar repositories for ml-cybersecurity
Users that are interested in ml-cybersecurity are comparing it to the libraries listed below
Sorting:
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆177Updated 4 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆64Updated 5 years ago
- A thesis submitted for the degree of Master of Science in Computer Networks and Security☆230Updated 2 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆143Updated 4 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆164Updated 5 years ago
- Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm☆89Updated 5 years ago
- CICIDS2017 dataset☆70Updated 3 years ago
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆212Updated last year
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆190Updated 2 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆88Updated last year
- An Intrusion Detection System based on Deep Belief Networks☆87Updated 3 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆49Updated last year
- This repository contains an in-depth analysis of the Intrusion Detection Evaluation Dataset (CIC-IDS2017) for Intrusion Detection, showca…☆86Updated 2 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆116Updated 3 years ago
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆43Updated 4 years ago
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆287Updated last year
- ☆47Updated 3 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆37Updated 5 years ago
- ☆88Updated last year
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆56Updated 6 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆100Updated 6 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆33Updated 2 years ago
- Deep learning models for network intrusion detection☆40Updated 2 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 5 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆18Updated 5 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…☆45Updated 6 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆22Updated last year
- A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)☆357Updated last year
- Payload-Byte is a tool for extracting and labeling packet capture (Pcap) files of modern network intrusion detection datasets.☆43Updated last year
- 论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码☆28Updated 3 years ago