A deep learning based intrusion detection system using CSE-CIC-IDS2018 dataset.
☆13Apr 16, 2020Updated 6 years ago
Alternatives and similar repositories for DeepLearningIDS
Users that are interested in DeepLearningIDS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- implement IDS using deep learning☆13May 24, 2019Updated 6 years ago
- Adversarial Machine Learning applications on network-based Intrusion Detection System (IDS).☆28May 8, 2020Updated 5 years ago
- Intrusion detection system using CNN and RNN☆26Sep 23, 2019Updated 6 years ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆21Oct 16, 2021Updated 4 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆13Aug 16, 2020Updated 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.
- Network data classifier based on the recurrent neural network.☆20Apr 3, 2019Updated 7 years ago
- Using NSL_KDD data☆29Mar 3, 2019Updated 7 years ago
- Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port and…☆24Nov 30, 2018Updated 7 years ago
- Based on the CICIDS2017 dataset and Pytorch platform☆30May 8, 2019Updated 6 years ago
- Using Wasserstein Generative Adversarial Network to fool intrusion detection systems (IDS) into believing that malicious traffic is norma…☆81May 25, 2023Updated 2 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆39Aug 8, 2020Updated 5 years ago
- Deep learning based Intrusion Detection System☆34Apr 26, 2020Updated 6 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Sep 14, 2020Updated 5 years ago
- Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port an…☆42Jul 20, 2018Updated 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.
- Official implementation of "Continual Learning by Modeling Intra-Class Variation" (MOCA). [TMLR 2023]☆16Mar 3, 2023Updated 3 years ago
- A network data classifier for UNSW-NB15 data set. This is an university course work for "ITKST42 Information Security Technology".☆39May 5, 2017Updated 8 years ago
- Deep learning models for network intrusion detection☆40Mar 24, 2023Updated 3 years ago
- Identifying malicious/benign network traffic using classification methods.☆10Sep 27, 2022Updated 3 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆175Dec 15, 2019Updated 6 years ago
- A GAN demo project☆13Jan 2, 2020Updated 6 years ago
- Intrusion Prevention System to dynamically add firewall rules to block malicious traffic detected by IDS system implemented on Software D…☆51Aug 12, 2017Updated 8 years ago
- A Machine Learning based tool for identifying P2P (Peer To Peer) Bot-Nets using network traffic analysis, as well as detect the hosts inv…☆12Jan 4, 2023Updated 3 years ago
- LSTM GRU with exact backpropagation derivation and implementation☆13Nov 27, 2017Updated 8 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.
- ☆43Dec 26, 2020Updated 5 years ago
- 接口自动化测试框架（Java 实现）☆11Mar 13, 2022Updated 4 years ago
- simple network signature/rule intrusion detection system written in Python.☆15Jun 10, 2024Updated last year
- "BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks"☆13May 10, 2024Updated 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…☆46Jun 3, 2019Updated 6 years ago
- Paper "Optimization of Convolutional Neural Network Using the Linearly Decreasing Weight Particle Swarm Optimization" Program☆11Mar 9, 2022Updated 4 years ago
- This project aims to detect Intrusions with a network using deep learning. The network traffic data is converted to multi channel RGB ima…☆12Nov 27, 2021Updated 4 years ago
- Machine Learning Based DDoS Detection (HTTP,UDP,TCP and ICMP Flood Attack)☆10Jul 3, 2018Updated 7 years ago
- Extracting data and analyzing the network traffic flow☆13Jul 19, 2018Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Network Intrusion Detection System(Abnormal Detection)☆11Jun 14, 2020Updated 5 years ago
- [NeurIPS 2025] Dual-Flow: Transferable Multi-Target, Instance-Agnostic Attacks via In-the-wild Cascading Flow Optimization☆18Oct 22, 2025Updated 6 months ago
- Major refactor works ongoing☆14Jul 14, 2019Updated 6 years ago
- Detecting Abnormal Connections of a Network-Flow (KDD-cup 99)☆13Jul 18, 2018Updated 7 years ago
- Simulation of channel models for MIMO UAV communication (Rice Networks Group, ASTRO)☆21May 6, 2021Updated 4 years ago
- ☆17Sep 2, 2021Updated 4 years ago
- An implementation of Gated Recurrent Unit☆15May 6, 2019Updated 6 years ago