Towards an Explainable Artificial Intelligence Framework for Enhancing Explainability in Network Intrusion Detection Systems
☆21Nov 30, 2024Updated last year
Alternatives and similar repositories for XAI_NIDS
Users that are interested in XAI_NIDS are comparing it to the libraries listed below
Sorting:
- GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets☆27Feb 23, 2026Updated last week
- This repository includes code for the paper "Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networ…☆14Mar 5, 2025Updated 11 months ago
- The Unified Multimodal NIDS Dataset Tool performs the standardization of network intrusion detection datasets by extracting comprehensive…☆15Jan 22, 2025Updated last year
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆10Jul 11, 2023Updated 2 years ago
- ☆11Dec 16, 2021Updated 4 years ago
- Netgpt: Generative pretrained transformer for network traffic☆32Jan 10, 2025Updated last year
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆14Feb 15, 2024Updated 2 years ago
- This platform is designed and implemented for encrypted traffic classification using deep learning☆18Oct 7, 2023Updated 2 years ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆25Nov 16, 2023Updated 2 years ago
- [CAC2023] Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic Segmentation☆11Nov 28, 2024Updated last year
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 6 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
- This is repository of the paper NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series Imaging.☆27Sep 21, 2024Updated last year
- 将大容量PCAP按流切分成小PCAP☆24Jun 6, 2023Updated 2 years ago
- tcbench is a Machine Learning and Deep Learning framework to train model from traffic packet time series or other input representations.☆32Dec 20, 2024Updated last year
- 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
- A GAN-based model focused on anomaly detection in discrete dataset☆26Dec 30, 2019Updated 6 years ago
- Position and velocity PID control of a DC motor using LabView and Arduino☆15Apr 23, 2018Updated 7 years ago
- TabKANet, Use Kolmogorov Arnold network and Transformer to unify tabular data modeling.☆36Feb 17, 2026Updated 2 weeks ago
- This repository contains the code for paper, ''Cyber-Physical Intrusion Detection System for Unmanned Aerial Vehicles,” in IEEE Transacti…☆12Feb 25, 2024Updated 2 years ago
- Implementation of a multi-task model for encrypted network traffic classification based on transformer and 1D-CNN.☆39Dec 24, 2023Updated 2 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆122Oct 25, 2022Updated 3 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Sep 14, 2020Updated 5 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆75Oct 20, 2020Updated 5 years ago
- code for infocom 2021 paper MANDA☆11May 30, 2023Updated 2 years ago
- Unsupervised-Defect-Segmentation anomaly detection☆29Oct 21, 2019Updated 6 years ago
- Evolutionary decision trees☆11Jun 16, 2025Updated 8 months ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆36Mar 3, 2023Updated 3 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆38Apr 21, 2023Updated 2 years ago
- [AAAI'25] Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model☆60Dec 7, 2025Updated 2 months ago
- Step-by-step guide to installing TensorFlow with GPU support on Conda.☆12Apr 15, 2025Updated 10 months ago
- A PyTorch implementation of of Anomal-E.☆42Dec 16, 2022Updated 3 years ago
- ☆12Jun 19, 2024Updated last year
- ☆14Apr 1, 2025Updated 11 months ago
- [KBS 2025] Multi-View Contrastive Network (MVCNet) for Motor Imagery Classification☆21Aug 10, 2025Updated 6 months ago
- 口诀生成器、顺口溜生成器，辅助记忆背诵。关键词的词头按照词义重组。☆14Mar 28, 2025Updated 11 months 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
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆256Jan 4, 2024Updated 2 years ago
- Based on the paper "Fast and lean encrypted Internet traffic classification," in Computer Communications, by S. Roy, T. Shapira and Y. Sh…☆10May 28, 2022Updated 3 years ago