hiluluk182003 / IDSGAN
IDS-GAN: Generative Adversarial Networks for AttackGeneration against Intrusion Detection
☆18Updated 10 months ago
Related projects ⓘ
Alternatives and complementary repositories for IDSGAN
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆13Updated last year
- Generative adversarial networks for Network Intrusion Benchmark datasets☆29Updated 3 months ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆20Updated 2 months ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆28Updated last year
- An automatic packet crafting tool for evading learning-based NIDS☆74Updated 2 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆41Updated 2 months ago
- Using Wasserstein Generative Adversarial Network to fool intrusion detection systems (IDS) into believing that malicious traffic is norma…☆50Updated last year
- ☆35Updated 2 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆66Updated 4 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆30Updated 4 years ago
- Deep learning models for network intrusion detection☆33Updated last year
- Two staged IDS specific to IoT networks where Signature based IDS and Anomaly based IDS which is trained and classified using machine lea…☆37Updated 5 years ago
- An Intrusion Detection System based on Deep Belief Networks☆73Updated 2 years ago
- Application of novel EC-GAN method on Network Intrusion Detection☆18Updated 2 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆41Updated 5 months ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆53Updated 4 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆95Updated 2 years ago
- ☆14Updated 2 years ago
- CICIDS2017 dataset☆55Updated 2 years ago
- IoT intrusion Detection Model based on neural network and random forests☆43Updated 6 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆17Updated 4 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆52Updated 5 years ago
- CNN网络入侵检测☆27Updated 7 months ago
- Intrusion Detection System using Machine Learning and Deep Learning☆82Updated 10 months ago
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆10Updated 4 months ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆12Updated last year
- 机器学习作业,机器学习和深度学习方法实现入侵检测☆33Updated 2 years ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆17Updated 3 years ago
- Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets☆20Updated 2 years ago
- IDS abnormal traffic detection tensorflow☆38Updated 5 years ago