Guillem96 / kitsune-pytorch
Non-official implementation of Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection
☆20Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for kitsune-pytorch
- An automatic packet crafting tool for evading learning-based NIDS☆74Updated 2 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆56Updated 4 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆40Updated 2 months ago
- Distributed intelligent malicious traffic detection system based on GAN☆17Updated 4 years ago
- Encrypted Network Traffic Classification using Deep Learning☆51Updated 7 months ago
- source code for USENIX Security paper xNIDS☆34Updated 2 months ago
- Implementation of AppScanner☆40Updated 2 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆28Updated last year
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆14Updated 2 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆20Updated 2 months ago
- IDS abnormal traffic detection tensorflow☆38Updated 5 years ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆38Updated 4 months ago
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆31Updated 3 years ago
- ☆35Updated 2 years ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆71Updated 2 years ago
- ☆16Updated 3 years ago
- ☆33Updated 7 months ago
- Using Wasserstein Generative Adversarial Network to fool intrusion detection systems (IDS) into believing that malicious traffic is norma…☆50Updated last year
- A Few-shot Based Model-Agnostic Meta-Learning for Intrusion Detection in Security of Internet of Things☆10Updated last year
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆36Updated 8 months ago
- CICIDS2017 dataset☆55Updated 2 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆53Updated 4 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Updated 4 years ago
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆32Updated 3 years ago
- ☆19Updated last year
- ☆19Updated last year
- The code and dataset for "Subverting Website Fingerprinting Defenses with Robust Traffic Representation".☆39Updated 10 months ago
- Traffic dataset USTC-TFC2016☆113Updated 5 years ago
- ☆65Updated 11 months ago
- An Intrusion Detection System based on Deep Belief Networks☆73Updated 2 years ago