Network Security Analysis using Machine Learning on the NSL-KDD dataset from the KDD Cup 1999
☆21Nov 3, 2019Updated 6 years ago
Alternatives and similar repositories for nsl-kdd
Users that are interested in nsl-kdd are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tensorflow Implementation of paper Applying long short-term memory recurrent neural networks to intrusion detection with KDDCup99 Data☆15Nov 14, 2018Updated 7 years ago
- An Intelligent Intrusion Detection System for IoT networks using Gated Recurrent Neural Networks (GRU) : A Deep Learning Approach☆33Jul 16, 2018Updated 7 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Sep 14, 2020Updated 5 years ago
- deep learning applied to Network Intrusion Detection with NSL-KDD data☆16Feb 3, 2018Updated 8 years ago
- ☆16Jan 5, 2018Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- NSL-KDD Dataset☆212Jul 30, 2015Updated 10 years ago
- Adversarial Machine Learning applications on network-based Intrusion Detection System (IDS).☆28May 8, 2020Updated 6 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆77Oct 20, 2020Updated 5 years ago
- A study on Deep Learning and Graph Neural Network for Intrusion Detection and Prevention (CNN, VAE, GNN,...)☆16Jan 16, 2023Updated 3 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
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆57May 15, 2019Updated 7 years ago
- Using NSL_KDD data☆29Mar 3, 2019Updated 7 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆97May 30, 2019Updated 7 years ago
- Web Application Firewall Benchmark☆12May 14, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Network Intrusion Detection System using Deep Learning Techniques☆176Dec 15, 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
- 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
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆272Apr 5, 2020Updated 6 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
- RSDNE: Exploring Relaxed Similarity and Dissimilarity from Completely-imbalanced Labels for Network Embedding. AAAI18☆13May 25, 2020Updated 6 years ago
- Comparing Anomaly-Based Network Intrusion Detection Approaches Under Practical Aspects☆11Mar 25, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆228Apr 25, 2024Updated 2 years ago
- Designed and developed an anomaly and misuse based intrusion detection system using neural networks. Technologies used: Java Weka and R.…☆29May 20, 2015Updated 11 years ago
- Unknown protocol identification theory research and clustering experiment☆17Nov 27, 2019Updated 6 years ago
- High performance deep packet inspection AI model using neural networks with an embedding layer, 1D Convolution layers and bidirectional g…☆25Aug 19, 2022Updated 3 years ago
- deep learning based visual inspection system for industrial quality control☆12Aug 23, 2018Updated 7 years ago
- implement IDS using deep learning☆13May 24, 2019Updated 7 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
- Anomaly Detection using PCA and BiGAN☆14Sep 27, 2020Updated 5 years ago
- A deep learning based intrusion detection system using CSE-CIC-IDS2018 dataset.☆13Apr 16, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Network Intrusion Detection System(Abnormal Detection)☆11Jun 14, 2020Updated 6 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
- A Recurrent Neural Networks implementation using Keras for network intrusion detection☆31Jun 14, 2021Updated 5 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
- This is a simple Linear Regression implementation machine learning model and deployment of the same using flask. Data-set of Vadodara Hou…☆10Jan 8, 2020Updated 6 years ago
- Evolutionary decision trees☆11Jun 16, 2025Updated last year
- 北京市预约挂号统一平台挂号小助手☆11Sep 5, 2019Updated 6 years ago