A study on Deep Learning and Graph Neural Network for Intrusion Detection and Prevention (CNN, VAE, GNN,...)
☆15Jan 16, 2023Updated 3 years ago
Alternatives and similar repositories for IDS
Users that are interested in IDS are comparing it to the libraries listed below
Sorting:
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆19Apr 25, 2023Updated 2 years ago
- Network System Intrusion Detection using Graph Neural Networks☆21Aug 1, 2023Updated 2 years ago
- A generative deep learning model based on GAN architecture was implemented to generate synthetic network data (benign and malicious) alik…☆10Oct 23, 2021Updated 4 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆122Oct 25, 2022Updated 3 years ago
- Code for the paper: "Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection" (Infocom 2025)☆24Aug 28, 2025Updated 6 months ago
- 基于 CNN + LSTM 的网络流量检测☆23Mar 30, 2023Updated 2 years ago
- Deep learning models for network intrusion detection☆40Mar 24, 2023Updated 2 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
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆38Apr 21, 2023Updated 2 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆97May 30, 2019Updated 6 years ago
- Autoencoder approach to detect attacks/intrusions in a network☆10Mar 25, 2023Updated 2 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Apr 9, 2020Updated 5 years ago
- Position and velocity PID control of a DC motor using LabView and Arduino☆15Apr 23, 2018Updated 7 years ago
- The model uses the AE-GAN (Autoencoder Generative Adversarial Network) architecture for generating upsampled images. The model is trained…☆14May 25, 2020Updated 5 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆27Sep 10, 2024Updated last year
- Estimating largest Lyapunov exponent of time series data using the method of Wolf et al.☆10Jun 21, 2023Updated 2 years ago
- 基于图挖掘的网络异常检测系统的研究与实现☆11Sep 24, 2018Updated 7 years ago
- Variational Autoencoder-Generative Adversarial Network (VAE-GAN) to hide data inside images☆12Nov 9, 2019Updated 6 years ago
- ☆10Jan 4, 2024Updated 2 years ago
- Building an Intrusion detection system using KDD Cup 99 Dataset☆15May 11, 2020Updated 5 years ago
- We use attention model for intrusion detection. The idea of Hierarchical Attention Model for Intrusion Detection comes from the applicat…☆12Jul 4, 2020Updated 5 years ago
- An Intrusion Detection System based on Deep Belief Networks☆92Oct 27, 2022Updated 3 years ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆32Nov 21, 2022Updated 3 years ago
- ☆11Oct 7, 2023Updated 2 years ago
- Evolutionary decision trees☆11Jun 16, 2025Updated 9 months ago
- ☆19Oct 4, 2022Updated 3 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆36Mar 3, 2023Updated 3 years ago
- Created Network Intrusion Detection System using Pytorch☆15Oct 15, 2020Updated 5 years ago
- Another Wheel to parse json☆11Mar 13, 2020Updated 6 years ago
- Code for the paper "Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection"☆11Aug 7, 2023Updated 2 years ago
- 时间序列相空间重构☆17Nov 1, 2020Updated 5 years ago
- [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"☆24Sep 11, 2025Updated 6 months ago
- The proposed hybrid IDS is tested on two public network datasets, the CSE-CIC-IDS2018 and the TON IoT datasets, representing internal and…☆15May 18, 2022Updated 3 years ago
- Using Bayesian inference to mine rule sets☆12Jan 9, 2020Updated 6 years ago
- code for infocom 2021 paper MANDA☆11May 30, 2023Updated 2 years ago
- Multi-Agent Reinforcement learning for Satellite scheduling，基于stk11的多智能体强化学习卫星调度实验☆59Oct 8, 2024Updated last year
- Text Classification Models - CNN, RCNN, RNN-ATTN [PyTorch]☆11Oct 13, 2020Updated 5 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
- ☆23Feb 24, 2023Updated 3 years ago