marzekan / EC-GAN_NIDS
Application of novel EC-GAN method on Network Intrusion Detection
☆19Updated 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
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆17Updated last year
- Generative adversarial networks for Network Intrusion Benchmark datasets☆34Updated 7 months ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆15Updated last year
- ☆11Updated 3 years ago
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆21Updated 4 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆26Updated 5 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆18Updated 4 years ago
- Anomaly Detection using PCA and BiGAN☆13Updated 4 years ago
- Correlation Aware DDoS Detection In IoT Systems☆9Updated last year
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆13Updated 2 years ago
- An Intrusion Detection System based on Deep Belief Networks☆82Updated 2 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆45Updated 4 years ago
- convGRU based autoencoder for unsupervised & spatial-temporal anomaly detection in computer network (PCAP) traffic.☆17Updated last year
- Payload-Byte is a tool for extracting and labeling packet capture (Pcap) files of modern network intrusion detection datasets.☆35Updated 8 months ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆20Updated 3 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆45Updated 9 months ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆44Updated 6 months ago
- Code Snippet used to convert CSV dataset into Images in IEEE Published Article: IoT DoS and DDoS Attack Detection using ResNet☆13Updated 3 years ago
- : An LLM Approach for Open-Set Encrypted Traffic Classification☆22Updated 4 months ago
- ☆19Updated 2 months ago
- Pre-processing NSL-KDD dataset using Data mining techniques. Algorithm written in python to detect the attacks in NSL KDD dataset.☆26Updated 5 years ago
- The proposed hybrid IDS is tested on two public network datasets, the CSE-CIC-IDS2018 and the TON IoT datasets, representing internal and…☆12Updated 2 years ago
- This platform is designed and implemented for encrypted traffic classification using deep learning☆13Updated last year
- ☆40Updated 2 years ago
- Towards an Explainable Artificial Intelligence Framework for Enhancing Explainability in Network Intrusion Detection Systems☆11Updated 4 months ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆12Updated 2 years ago
- Generate synthetic network attack packet flows using generative adversarial networks.☆28Updated 4 years ago
- ☆15Updated 2 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆31Updated 4 years ago
- ☆24Updated 5 years ago