This clustering based anomaly detection project implements unsupervised clustering algorithms on the NSL-KDD and IDS 2017 datasets
☆59Dec 5, 2019Updated 6 years ago
Alternatives and similar repositories for clustering-based-anomaly-detection
Users that are interested in clustering-based-anomaly-detection are comparing it to the libraries listed below
Sorting:
- Deep Learning based Intrusion Detection on NSL-KDD Dataset☆13Aug 24, 2019Updated 6 years ago
- deep learning applied to Network Intrusion Detection with NSL-KDD data☆16Feb 3, 2018Updated 8 years ago
- Using NSL_KDD data☆28Mar 3, 2019Updated 7 years ago
- Two staged IDS specific to IoT networks where Signature based IDS and Anomaly based IDS which is trained and classified using machine lea…☆45Jun 3, 2019Updated 6 years ago
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆270Apr 5, 2020Updated 5 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Jun 14, 2020Updated 5 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆13Aug 16, 2020Updated 5 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Sep 14, 2020Updated 5 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆88Dec 27, 2023Updated 2 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆97May 30, 2019Updated 6 years ago
- VGG-19 deep learning model trained using ISCX 2012 IDS Dataset☆145Jan 5, 2019Updated 7 years ago
- 机器学习作业,机器学习和深度学习方法实现入侵检测☆36Apr 19, 2022Updated 3 years ago
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆18Sep 11, 2023Updated 2 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.…☆41Sep 27, 2018Updated 7 years ago
- Network data classifier based on the recurrent neural network.☆20Apr 3, 2019Updated 6 years ago
- IoT intrusion Detection Model based on neural network and random forests☆48Oct 16, 2018Updated 7 years ago
- Detection of network traffic anomalies using unsupervised machine learning☆28Jan 26, 2022Updated 4 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
- clean data ,feature selection , svm based kdd99☆26Oct 18, 2019Updated 6 years ago
- Utility for extraction of subset of KDD '99 features from realtime network traffic or .pcap file☆120Mar 21, 2020Updated 5 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆39Aug 8, 2020Updated 5 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 is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆295Dec 22, 2023Updated 2 years ago
- A Framework for Evaluating AI Agent Safety in Realistic Environments☆30Oct 2, 2025Updated 5 months ago
- ☆11May 1, 2021Updated 4 years ago
- Deep learning models for network intrusion detection☆40Mar 24, 2023Updated 2 years ago
- ☆10Jun 2, 2022Updated 3 years ago
- A logical, reasonably standardized, but flexible project template for creating new AI based projects along with Flask APIs by using cooki…☆11Jul 8, 2024Updated last year
- Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15☆762May 8, 2019Updated 6 years ago
- NSLKDD Dataset for WEKA☆36Mar 2, 2018Updated 8 years ago
- A network data classifier for UNSW-NB15 data set. This is an university course work for "ITKST42 Information Security Technology".☆38May 5, 2017Updated 8 years ago
- Final Year project based upon Network Intrusion Detection System☆37Jul 10, 2019Updated 6 years ago
- Real Time Facial Expression Recognition with Deep Learning with keras