srtk88 / Machine-learning-algorithms-for-detecting-network-attacks-with-UNSW-NB15-data-setView on GitHub
Due to the increasingly development of network technology recently, there are various cyber-attacks posed the huge threats to different fields around the world. Many studies and researches about cyber-security are carried out by experts in order to construct a safe network environment for people. The aim of the work is to build the detection mo…
☆30Oct 30, 2018Updated 8 years ago
Alternatives and similar repositories for Machine-learning-algorithms-for-detecting-network-attacks-with-UNSW-NB15-data-set
Users that are interested in Machine-learning-algorithms-for-detecting-network-attacks-with-UNSW-NB15-data-set are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The growing network connectivity witnessed in Supervisory Control and Data Acquisition (SCADA) systems raises cyber security concerns for…☆20Jan 19, 2018Updated 8 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 9 years ago
- IoT intrusion Detection Model based on neural network and random forests☆50Oct 16, 2018Updated 8 years ago
- clean data ,feature selection , svm based kdd99☆27Oct 18, 2019Updated 7 years ago
- deep learning applied to Network Intrusion Detection with NSL-KDD data☆16Feb 3, 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.
- 这是一个封装了KDDCup99、NSL-KDD、UNSW-NB15等入侵监测数据集的Python包。☆53Aug 10, 2020Updated 6 years ago
- Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15☆775May 8, 2019Updated 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 8 years ago
- Basic Machine learning projects and assignments done by me.☆35Aug 12, 2020Updated 6 years ago
- Cyber-attack classification in the network traffic database using NSL-KDD dataset☆27Sep 25, 2020Updated 6 years ago
- Implementation of the ACL Findings paper "OutFlip: Generating Examples for Unknown Intent Detection with Natural Language Attack"☆10May 24, 2021Updated 5 years ago
- 修改谷歌提供的样例量子卷积神经网络模型，基于KDD99数据集进行训练，实现了网络攻击分类检测。☆37Jan 27, 2022Updated 4 years ago
- Machine Learning and Deep Learning models for Anomaly Detection☆11Mar 10, 2019Updated 7 years ago
- Feature coded UNSW_NB15 intrusion detection data.☆89Jan 24, 2018Updated 8 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.
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆77Oct 20, 2020Updated 6 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 6 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆98May 30, 2019Updated 7 years ago
- the open source way to do the excercises to be a Full-Stack Cybersecurity Engineer. added with the recent paper in the field of Machine …☆53Nov 2, 2021Updated 5 years ago
- Adversarial machine learning and explainable machine learning for cyber security☆13Jun 21, 2022Updated 4 years ago
- Simple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for …☆95Oct 18, 2019Updated 7 years ago
- ☆16Jan 5, 2017Updated 9 years ago
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆226Apr 25, 2024Updated 2 years ago
- The comparison of the performance of different machine learning methods for computer security problems☆10May 19, 2024Updated 2 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.
- As society and technology develop, more and more of our time is spent online, from shopping to socialising, working to banking. Ensuring …☆10Oct 8, 2022Updated 4 years ago
- 2020 was a roller coaster of major, world-shaking events. We all couldn't wait for the year to end. But just as 2020 was about to close, …☆24Mar 26, 2022Updated 4 years ago
- Attack Surface Mapper is a reconnaissance tool that uses a mixture of open source intellgence and active techniques to expand the attack …☆17Apr 8, 2024Updated 2 years ago
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆11Jul 11, 2023Updated 3 years ago
- Cyber is a Natural Language Processing tool focused on analyzing global cybersecurity policies. Utilizing both supervised and unsupervise…☆10Nov 1, 2023Updated 3 years ago
- Attack and Anomaly detection in the Internet of Things (IoT) infrastructure is a rising concern in the domain of IoT. With the increased …☆52May 21, 2019Updated 7 years ago
- Cyder is a Honeypot that can imitate any machines Operating System (OS) that is available in the NMAP database☆12May 26, 2022Updated 4 years ago
- wifiDOS with scapy☆16May 4, 2016Updated 10 years ago
- In this repository, DDOS attacks were detected using Recurrent Neural Networks (LSTM) and Classical Machine Learning Algorithms.☆19Jun 28, 2021Updated 5 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.
- Detecting Abnormal Connections of a Network-Flow (KDD-cup 99)☆13Jul 18, 2018Updated 8 years ago
- Anomaly detection in industrial IoT sensors (Collecting data for predictive maintenance)☆11Mar 3, 2020Updated 6 years ago
- NLP model and tech for cyber security tasks☆85Mar 22, 2023Updated 3 years ago
- This is a code reproduction for the paper titled "N-BaIoT—Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders"☆14Apr 22, 2021Updated 5 years ago
- ⼀个有潜⼒的⽹络⼊侵检测算法，引⼊了乘法注意⼒机制将其融合到 CNN 的分类模型中，在KDD99和UNSM-NB15数据集进行模型的训练 结果优于一般机器学习方法和CNN。A promising network intrusion detection algorithm is…☆13Mar 5, 2024Updated 2 years ago
- ECE 188: Computer Security. Repository for "NLP-based Malware Detection on PDFs". Utilizing NLP techniques & transformer models to perfor…☆32Dec 3, 2022Updated 3 years ago
- Context augmented Graph Autoencoder for traffic anomaly detection☆12Jun 5, 2022Updated 4 years ago