deep learning applied to Network Intrusion Detection with NSL-KDD data
☆16Feb 3, 2018Updated 8 years ago
Alternatives and similar repositories for deepIDS
Users that are interested in deepIDS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- wx☆11Aug 14, 2022Updated 3 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆13Aug 16, 2020Updated 5 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆89Dec 27, 2023Updated 2 years ago
- Deep Learning Tool for Off-line Network Intrusion Detection System☆23Oct 15, 2018Updated 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
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 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
- 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
- Intrusion detection engine for Cloud Systems built using Alternative Fuzzy C-mean Clustering and Artificial Neural Network☆19May 8, 2018Updated 7 years ago
- PySpark solution to the NSL-KDD dataset: https://www.unb.ca/cic/datasets/nsl.html☆130Sep 8, 2020Updated 5 years ago
- Intrusion Detection using various Data Mining Techniques (KDD Cup 1999 Data)☆19Jul 9, 2019Updated 6 years ago
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆272Apr 5, 2020Updated 6 years ago
- 使用贝叶斯、神经网络、KNN进行入侵检测(KDD-CUP99)☆81Jul 1, 2020Updated 5 years ago
- Analysis and preprocessing of the kdd cup 99 dataset using python and scikit-learn☆22Mar 11, 2020Updated 6 years ago
- ☆16Jan 5, 2018Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Intrusion detection system with Apache Spark and deep learning☆18Mar 14, 2019Updated 7 years ago
- Tensorflow Implementation of paper Applying long short-term memory recurrent neural networks to intrusion detection with KDDCup99 Data☆15Nov 14, 2018Updated 7 years ago
- This clustering based anomaly detection project implements unsupervised clustering algorithms on the NSL-KDD and IDS 2017 datasets☆58Dec 5, 2019Updated 6 years ago
- Pre-processing NSL-KDD dataset using Data mining techniques. Algorithm written in python to detect the attacks in NSL KDD dataset.☆27Jan 6, 2020Updated 6 years ago
- Network Security Analysis using Machine Learning on the NSL-KDD dataset from the KDD Cup 1999☆21Nov 3, 2019Updated 6 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆97May 30, 2019Updated 6 years ago
- clean data ,feature selection , svm based kdd99☆27Oct 18, 2019Updated 6 years ago
- Using PyTorch to train kddcup99 dataset with convolutional neural networks.☆55Apr 9, 2019Updated 7 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Sep 14, 2020Updated 5 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- the Open Source Windows Privilege Escalation Guide☆10Mar 16, 2017Updated 9 years ago
- 使用改良的Transformer模型应用于多维时间序列的分类任务上☆11Feb 8, 2021Updated 5 years ago
- Web Application Firewall Benchmark☆12May 14, 2022Updated 3 years ago
- CUMT 计算机科学与技术 2016版培养方案 课程资源☆10Sep 7, 2022Updated 3 years ago
- 针对一维时间序列数据,采用GMM和K-Means算法进行异常点检测。For one-dimensional time series data, GMM and K-means algorithm are used to detect outliers.☆11Jan 16, 2021Updated 5 years ago
- A machine learning based Intrusion Detection System☆168Dec 11, 2019Updated 6 years ago
- Deep learning based Intrusion Detection System☆34Apr 26, 2020Updated 5 years ago
- Intrusion detection system using CNN and RNN☆26Sep 23, 2019Updated 6 years ago
- Comparing Anomaly-Based Network Intrusion Detection Approaches Under Practical Aspects☆11Mar 25, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 定义了网络流量数据的分布外数据类型,其次介绍了两个检测方法使用到的知识或技术,并利用这些技术知识设计了基于两种检测方法的分布外异常检测系统。☆10Sep 26, 2023Updated 2 years ago
- 多变量时序预测transformer☆17Sep 13, 2022Updated 3 years ago
- Deep learning models for network intrusion detection☆40Mar 24, 2023Updated 3 years ago
- Detecting Abnormal Connections of a Network-Flow (KDD-cup 99)☆13Jul 18, 2018Updated 7 years ago
- Anomaly IDS using a one-class autoencoder.☆11Oct 31, 2019Updated 6 years ago
- ☆16Aug 11, 2017Updated 8 years ago
- Journal Article: IEEE Access☆20Oct 23, 2023Updated 2 years ago