A Deep Learning approach toward creating a NIDS using python
☆25Aug 8, 2023Updated 3 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:
- Networking IDS , network traffic classification with ML. Final Project for ECE-417.☆15Jan 21, 2020Updated 6 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 6 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆22Aug 24, 2021Updated 5 years ago
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆208Sep 8, 2021Updated 4 years ago
- In this work, we aim at developing a NIDS (Network Intrusion Detection System) that detects attacks targeting SCADA systems, in a concret…☆74Mar 25, 2023Updated 3 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.
- Tensorflow Implementation of paper Applying long short-term memory recurrent neural networks to intrusion detection with KDDCup99 Data☆15Nov 14, 2018Updated 7 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 Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆149Oct 12, 2021Updated 4 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
- Simple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for …☆94Oct 18, 2019Updated 6 years ago
- ☆32Feb 6, 2025Updated last year
- Position and velocity PID control of a DC motor using LabView and Arduino☆15Apr 23, 2018Updated 8 years ago
- TCP入侵检测系统，检测端口扫描、Dos攻击联动iptables进行防御☆39Jan 21, 2021Updated 5 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆179Dec 15, 2019Updated 6 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.
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 7 years ago
- 使用K-Nearest Neighbors进行DoS / DDoS检测：☆10Mar 21, 2019Updated 7 years ago
- Design of stealth algorithms to corrupt the safe operation of the the power system. This is my Final year project at The University of La…☆17Feb 1, 2019Updated 7 years ago
- angular5+ant design+ng-alain校园网入侵检测系统☆11Jun 2, 2022Updated 4 years ago
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆32Dec 26, 2019Updated 6 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…☆16Jul 20, 2022Updated 4 years ago
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).☆28Apr 30, 2021Updated 5 years ago
- A Recurrent Neural Networks implementation using Keras for network intrusion detection☆30Jun 14, 2021Updated 5 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)☆15Apr 13, 2026Updated 4 months ago
- AI Agents on 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.
- Simple Network Intrusion Detection System. In python with Scapy.☆39Jun 10, 2019Updated 7 years ago
- ☆10Mar 11, 2023Updated 3 years ago
- 基于机器学习的入侵检测系统☆83Feb 1, 2020Updated 6 years ago
- Machine Learning for Cyber Security☆31Dec 14, 2021Updated 4 years ago
- Deep learning intrusion detection system trained on the UNSW-NB15 dataset for IIoT networks.☆14Jul 10, 2024Updated 2 years ago
- 基于传统机器学习的恶意网站检测☆12Jul 10, 2021Updated 5 years ago
- Evolutionary decision trees☆11Jun 16, 2025Updated last year
- 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
- "Requet: Real-Time QoE Detection for Encrypted YouTube Traffic" reproduction☆10Jun 16, 2022Updated 4 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.
- Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN w…☆54Aug 10, 2023Updated 3 years ago
- ☆13Nov 20, 2023Updated 2 years ago
- IDS Alert Prioritization INSuRE Research Project☆19Jun 16, 2019Updated 7 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
- ☆43Dec 26, 2020Updated 5 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…☆18Aug 25, 2024Updated 2 years ago
- Analyse metabolic stability predictions using SHapley Additive exPlanations.☆11Jul 26, 2023Updated 3 years ago