the DL methods used are : DNN, CNN, LSTM, GRU, CNN-LSTM, CNN-GRU, CNN-BiLSTM, CNN-BiGRU, the dataset used is : imbalanced NSL-KDD (KDDTrain+, KDDTest20+)
☆47Sep 24, 2022Updated 3 years ago
Alternatives and similar repositories for NIDS-based-on-DL-with-imbalanced-NSL-KDD
Users that are interested in NIDS-based-on-DL-with-imbalanced-NSL-KDD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Replication of Jay Sinha's Efficient Deep CNN-BiLSTM model for network intrusion detection using NSL-KDD and UNSW-NB15 datasets to unders…☆18Aug 25, 2024Updated 2 years ago
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆19Apr 25, 2023Updated 3 years ago
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).☆28Apr 30, 2021Updated 5 years ago
- Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.☆17May 10, 2023Updated 3 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Sep 14, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Using NSL_KDD data☆29Mar 3, 2019Updated 7 years ago
- A generative deep learning model based on GAN architecture was implemented to generate synthetic network data (benign and malicious) alik…☆11Oct 23, 2021Updated 4 years ago
- CNN-BiGRU-Attention模型☆104Apr 28, 2022Updated 4 years ago
- This project is an open-source project based on a GAN network anomaly detection.☆14Aug 4, 2024Updated 2 years ago
- ☆48Aug 7, 2022Updated 4 years ago
- Code for the paper: "Supervised contrastive learning over prototype-label embeddings for network intrusion detection"☆15Jun 7, 2021Updated 5 years ago
- ☆23May 15, 2019Updated 7 years ago
- A Python-based project for network intrusion detection using various deep learning models (LSTM, GRU, CNN-LSTM, BiLSTM). It includes data…☆10Nov 11, 2024Updated last year
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆29Sep 10, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 这是一个封装了KDDCup99、NSL-KDD、UNSW-NB15等入侵监测数据集的Python包。☆52Aug 10, 2020Updated 6 years ago
- BiLSTM-CNN for Chinese text classification.☆18Jan 26, 2021Updated 5 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆125Oct 25, 2022Updated 3 years ago
- Cyber-attack classification in the network traffic database using NSL-KDD dataset☆27Sep 25, 2020Updated 5 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆99May 30, 2019Updated 7 years ago
- NSL-KDD (for network-based intrusion detection systems (IDS)) is a dataset suggested to solve some of the inherent problems of the parent…☆12Feb 11, 2022Updated 4 years ago
- An Intrusion Detection System based on Deep Belief Networks☆93Oct 27, 2022Updated 3 years ago
- 用TensorFlow搭建CNN/RNN/LSTM/GRU/BiRNN/BiLSTM/BiGRU/Capsule Network等deep learning模型☆61Nov 7, 2018Updated 7 years ago
- Machine Learning and Deep Learning models for Anomaly Detection☆11Mar 10, 2019Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Extracting data and analyzing the network traffic flow☆13Jul 19, 2018Updated 8 years ago
- ☆15Sep 15, 2021Updated 5 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆22Aug 24, 2021Updated 5 years ago
- ☆13Sep 11, 2024Updated 2 years ago
- Deep Clustering Analysis via Dual Variational Autoencoder with Spherical Latent Embeddings powered by@torch☆12Dec 12, 2021Updated 4 years ago
- Application of novel EC-GAN method on Network Intrusion Detection☆25Dec 24, 2021Updated 4 years ago
- This repository contains a notebook implementing an autoencoder based approach for intrusion detection, the full documentation of the stu…☆31Feb 20, 2019Updated 7 years ago
- I have tried some of the machine learning and deep learning algorithm for IDS 2017 dataset. The link for the dataset is here: http://www.…☆40Sep 27, 2018Updated 7 years ago
- Reproduction of "Sliding Window Optimized Information Entropy Analysis Method for Intrusion Detection on In-Vehicle Networks"☆13May 30, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Themis: Ambiguity-Aware Network Intrusion Detection based on Symbolic Model Comparison☆24Mar 4, 2023Updated 3 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆26Dec 30, 2019Updated 6 years ago
- 本文使用了基于LSTM的Encoder-Decoder模型、基于Transformer的序列预测模型和本文提出的BeLSTM模型来预测电力变压器油温。☆16Dec 20, 2024Updated last year
- NEGSC☆48May 30, 2024Updated 2 years ago
- Position and velocity PID control of a DC motor using LabView and Arduino☆16Apr 23, 2018Updated 8 years ago
- DuBE: Duple-balanced Ensemble Learning from Skewed Data☆10Oct 31, 2022Updated 3 years ago
- Data and code for "Chain-of-Thought in Neural Code Generation: From and For Lightweight Language Models", which accepted in TSE.☆15Jul 3, 2024Updated 2 years ago