A Deep Learning approach toward creating a NIDS using python
☆25Aug 8, 2023Updated 2 years ago
Alternatives and similar repositories for deep-learning-nids
Users that are interested in deep-learning-nids are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Creating a NIDS based on a Deep Neural Network (CNN)☆11Dec 31, 2018Updated 7 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆22Aug 24, 2021Updated 4 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
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆198Sep 8, 2021Updated 4 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆76Oct 20, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆147Oct 12, 2021Updated 4 years ago
- This repository contains a notebook implementing an autoencoder based approach for intrusion detection, the full documentation of the stu…☆31Feb 20, 2019Updated 7 years ago
- Harness the power of machine learning to forecast rice and wheat crop yields per acre in India, aiming to empower smallholder farmers, co…☆13Mar 28, 2024Updated last year
- TCP入侵检测系统，检测端口扫描、Dos攻击联动iptables进行防御☆40Jan 21, 2021Updated 5 years ago
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 6 years ago
- ☆31Feb 6, 2025Updated last year
- 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
- 使用K-Nearest Neighbors进行DoS / DDoS检测：☆10Mar 21, 2019Updated 7 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆173Dec 15, 2019Updated 6 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.
- Journal Article: International Journal of Information Technology☆13Jun 27, 2023Updated 2 years ago
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).入侵检测领域的相关论文复现/适配本地PC后的代码.☆26Apr 30, 2021Updated 4 years ago
- 一个微型的基于 Python 的 HMM (隐马尔可夫模型) 包 | A micro python package for HMM (Hidden Markov Model)☆15Jan 15, 2020Updated 6 years ago
- Docker file templates for GZCTF, including crypto, pwn, web.☆21Aug 10, 2023Updated 2 years ago
- Development of a transfer learning system for the detection of cyber-attacks in 5G and IoT networks. Transfer learning will improve the a…☆17Jul 20, 2022Updated 3 years ago
- 基于机器学习的入侵检测系统☆83Feb 1, 2020Updated 6 years ago
- 基于网络的入侵检测系统☆64Sep 23, 2011Updated 14 years ago
- ☆10Mar 11, 2023Updated 3 years ago
- A Recurrent Neural Networks implementation using Keras for network intrusion detection☆31Jun 14, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- The data for paper of `Mobile-app Identification over Drifted Encrypted Network Traffic with Zero-relabeling`.☆12Mar 5, 2023Updated 3 years ago
- 基于传统机器学习的恶意网站检测☆12Jul 10, 2021Updated 4 years ago
- Simple Network Intrusion Detection System. In python with Scapy.☆39Jun 10, 2019Updated 6 years ago
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆13Jul 10, 2024Updated last year
- ☆11Oct 28, 2023Updated 2 years ago
- ☆21Oct 13, 2023Updated 2 years ago
- One critical issue within network security refers to intrusion detection. The nature of intrusion attempts appears to be nonlinear, where…☆10Sep 29, 2022Updated 3 years ago
- Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN w…☆53Aug 10, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- IDS Alert Prioritization INSuRE Research Project☆19Jun 16, 2019Updated 6 years ago
- ☆24Aug 8, 2022Updated 3 years ago
- ☆22Dec 17, 2024Updated last year
- Analyse metabolic stability predictions using SHapley Additive exPlanations.☆11Jul 26, 2023Updated 2 years ago
- Replication of Jay Sinha's Efficient Deep CNN-BiLSTM model for network intrusion detection using NSL-KDD and UNSW-NB15 datasets to unders…☆17Aug 25, 2024Updated last year
- Baseline experiments on training a Decision Tree Classifier and a Random Forest Classifier using Grid Search with Cross Validation on the…☆54Jun 3, 2022Updated 3 years ago
- Using PyTorch to train kddcup99 dataset with convolutional neural networks.☆55Apr 9, 2019Updated 6 years ago