marzekan / EC-GAN_NIDSLinks
Application of novel EC-GAN method on Network Intrusion Detection
☆21Updated 3 years ago
Alternatives and similar repositories for EC-GAN_NIDS
Users that are interested in EC-GAN_NIDS are comparing it to the libraries listed below
Sorting:
- Generative adversarial networks for Network Intrusion Benchmark datasets☆36Updated last year
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆18Updated 2 years ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆16Updated last year
- ☆9Updated 2 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆33Updated 2 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆46Updated 5 years ago
- ☆20Updated 6 months ago
- ☆16Updated 3 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆26Updated 5 years ago
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆13Updated 3 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Updated 4 years ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆46Updated 2 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆45Updated 10 months ago
- ☆44Updated 3 years ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆23Updated 3 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆88Updated last year
- Correlation Aware DDoS Detection In IoT Systems☆9Updated last year
- Attention Model for Network Intrusion Detection☆17Updated 6 years ago
- An Intrusion Detection System based on Deep Belief Networks☆84Updated 2 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆72Updated 4 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆22Updated 10 months ago
- ☆11Updated 3 years ago
- One critical issue within network security refers to intrusion detection. The nature of intrusion attempts appears to be nonlinear, where…☆8Updated 2 years ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Updated 3 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆35Updated 5 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Updated 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…☆43Updated 6 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆35Updated 2 years ago
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆175Updated 3 years ago
- This project is an open-source project based on a GAN network anomaly detection.☆13Updated last year