othmbela / dbn-based-nidsView external linksLinks
An Intrusion Detection System based on Deep Belief Networks
☆90Oct 27, 2022Updated 3 years ago
Alternatives and similar repositories for dbn-based-nids
Users that are interested in dbn-based-nids are comparing it to the libraries listed below
Sorting:
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆198Apr 21, 2023Updated 2 years ago
- This is the source code of "Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed Graph Neural Networks"☆12Jan 19, 2024Updated 2 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆122Oct 25, 2022Updated 3 years ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆48Jul 15, 2023Updated 2 years ago
- ☆10Mar 7, 2023Updated 2 years ago
- This repository is a proof of concept of algorithms described in T-DFNN: An Incremental Learning Algorithm for Intrusion Detection System…☆17Aug 27, 2022Updated 3 years ago
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆15May 17, 2022Updated 3 years ago
- A PyTorch implementation of of Anomal-E.☆41Dec 16, 2022Updated 3 years ago
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).入侵检测领域的相关论文复现/适配本地PC后的代码.☆26Apr 30, 2021Updated 4 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆40Jun 15, 2020Updated 5 years ago
- ☆15Jan 20, 2023Updated 3 years ago
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 6 years ago
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆25Dec 20, 2020Updated 5 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Apr 9, 2020Updated 5 years ago
- source code for USENIX Security paper xNIDS☆58Aug 27, 2024Updated last year
- Deep learning models for network intrusion detection☆40Mar 24, 2023Updated 2 years ago
- Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGB…☆562Aug 6, 2025Updated 6 months ago
- wx☆11Aug 14, 2022Updated 3 years ago
- ☆53Nov 11, 2021Updated 4 years ago
- Machine Learning in Cybersecurity☆90May 23, 2025Updated 8 months ago
- Journal Article: IEEE Access☆17Oct 23, 2023Updated 2 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆75Oct 20, 2020Updated 5 years ago
- This project aims to identify and classify the anomalies captured in network traffic using different machine learning strategies. After t…☆13Jul 14, 2022Updated 3 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆147Oct 12, 2021Updated 4 years ago
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆191Sep 8, 2021Updated 4 years ago
- Zero day attack detection AI model based on seq2seq autoencoder☆11May 31, 2022Updated 3 years ago
- Autoencoder approach to detect attacks/intrusions in a network☆10Mar 25, 2023Updated 2 years ago
- Apply modern, deep learning techniques for anomaly detection to identify network intrusions.☆51Dec 3, 2024Updated last year
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆19Apr 25, 2023Updated 2 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆33Dec 18, 2022Updated 3 years ago
- Building an Intrusion detection system using KDD Cup 99 Dataset☆15May 11, 2020Updated 5 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆27Sep 10, 2024Updated last year
- The case study on a Network-based Intrusion Detection System is a Machine Learning-based Web application based on https://arxiv.org/pdf/1…☆28Apr 3, 2022Updated 3 years ago
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆31Dec 26, 2019Updated 6 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆13Aug 16, 2020Updated 5 years ago
- We use attention model for intrusion detection. The idea of Hierarchical Attention Model for Intrusion Detection comes from the applicat…☆12Jul 4, 2020Updated 5 years ago
- convGRU based autoencoder for unsupervised & spatial-temporal anomaly detection in computer network (PCAP) traffic.☆18Feb 16, 2024Updated last year
- 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 5 years ago
- 将联邦学习以及知识蒸馏用于搭建网络入侵检测检测模型,在NSL-KDD数据集上进行了验证。☆31Jun 29, 2023Updated 2 years ago