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:
- Deep Learning based Intrusion Detection on NSL-KDD Dataset☆14Aug 24, 2019Updated 7 years ago
- wx☆11Aug 14, 2022Updated 4 years ago
- Using NSL_KDD data☆29Mar 3, 2019Updated 7 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Aug 16, 2020Updated 6 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆89Dec 27, 2023Updated 2 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.
- 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
- Intrusion detection engine for Cloud Systems built using Alternative Fuzzy C-mean Clustering and Artificial Neural Network☆19May 8, 2018Updated 8 years ago
- PySpark solution to the NSL-KDD dataset: https://www.unb.ca/cic/datasets/nsl.html☆130Sep 8, 2020Updated 6 years ago
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆273Apr 5, 2020Updated 6 years ago
- Intrusion Detection using various Data Mining Techniques (KDD Cup 1999 Data)☆19Jul 9, 2019Updated 7 years ago
- 使用贝叶斯、神经网络、KNN进行入侵检测（KDD-CUP99）☆81Jul 1, 2020Updated 6 years ago
- Intrusion detection system with Apache Spark and deep learning☆18Mar 14, 2019Updated 7 years ago
- Analysis and preprocessing of the kdd cup 99 dataset using python and scikit-learn☆22Mar 11, 2020Updated 6 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.
- 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
- Tensorflow Implementation of paper Applying long short-term memory recurrent neural networks to intrusion detection with KDDCup99 Data☆15Nov 14, 2018Updated 7 years ago
- Network Security Analysis using Machine Learning on the NSL-KDD dataset from the KDD Cup 1999☆21Nov 3, 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 6 years ago
- Due to the increasingly development of network technology recently, there are various cyber-attacks posed the huge threats to different …☆30Oct 30, 2018Updated 7 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☆12Feb 8, 2021Updated 5 years ago
- Web Application Firewall Benchmark☆12May 14, 2022Updated 4 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.
- Comparing Anomaly-Based Network Intrusion Detection Approaches Under Practical Aspects☆11Mar 25, 2023Updated 3 years ago
- Intrusion detection system using CNN and RNN☆26Sep 23, 2019Updated 6 years ago
- A machine learning based Intrusion Detection System☆175Dec 11, 2019Updated 6 years ago
- Deep learning based Intrusion Detection System☆34Apr 26, 2020Updated 6 years ago
- SMOTE-BD: A distributed Synthetic Minority Oversampling Technique (SMOTE) for Big Data.☆10Apr 1, 2019Updated 7 years ago
- CUMT 计算机科学与技术 2016版培养方案 课程资源☆10Sep 7, 2022Updated 4 years ago
- 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
- This gym environment simulates network intrusion similar to that described in the NSL-KDD Dataset given in this link http://www.unb.ca/ci…☆14Feb 15, 2018Updated 8 years ago
- Journal Article: IEEE Access☆20Oct 23, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 多变量时序预测transformer☆17Sep 13, 2022Updated 4 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 8 years ago
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆226Apr 25, 2024Updated 2 years ago
- Assess various ML algorithms on KDD99 network dataset then apply the best algorithm (Random Forest) using R.☆10Apr 4, 2018Updated 8 years ago
- The application of using ML in intrusion detection has mostly been limited to research work and showing results on the formally used kdd9…☆11Oct 13, 2020Updated 5 years ago
- 利用MapReduce对海量微博数据进行排序，并找出top10的Topic☆12Sep 25, 2024Updated last year