Western-OC2-Lab / AutonomousCyber-AutoML-based-Autonomous-Intrusion-Detection-SystemLinks
This repository includes code for the paper "Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection" accepted in AutonomousCyber, ACM CCS, 2024.
☆34Updated last year
Alternatives and similar repositories for AutonomousCyber-AutoML-based-Autonomous-Intrusion-Detection-System
Users that are interested in AutonomousCyber-AutoML-based-Autonomous-Intrusion-Detection-System are comparing it to the libraries listed below
Sorting:
- This repository includes code for the AutoML-based IDS and adversarial attack defense case studies presented in the paper "Enabling AutoM…☆43Updated 8 months ago
- GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets☆21Updated 7 months ago
- This repository includes code for the paper "Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networ…☆12Updated 8 months ago
- ☆10Updated 2 years ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆48Updated 2 years ago
- Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from T…☆36Updated 7 months ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆195Updated 2 years ago
- source code for USENIX Security paper xNIDS☆56Updated last year
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆24Updated 7 months ago
- A Behavior-Based Device Identification Method for the IoT☆56Updated 8 months ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆19Updated last year
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆13Updated last year
- Development of a transfer learning system for the detection of cyber-attacks in 5G and IoT networks. Transfer learning will improve the a…☆13Updated 3 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆33Updated 2 years ago
- Code for the paper: "AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection" (Infocom 2024)☆26Updated 11 months ago
- An Intrusion Detection System based on Deep Belief Networks☆89Updated 3 years ago
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆10Updated 2 years ago
- Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGB…☆544Updated 3 months ago
- ☆30Updated last year
- A tunneled flooding traffic detection system.☆29Updated 11 months ago
- ☆11Updated 3 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆65Updated 5 years ago
- CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level☆19Updated 5 months ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆23Updated last year
- CICIDS2017 dataset☆70Updated 3 years ago
- NEGSC☆42Updated last year
- This repository is a proof of concept of algorithms described in T-DFNN: An Incremental Learning Algorithm for Intrusion Detection System…☆17Updated 3 years ago
- A PyTorch implementation of of Anomal-E.☆35Updated 2 years ago
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆24Updated 4 years ago
- This is the source code of "Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed Graph Neural Networks"☆12Updated last year