Western-OC2-Lab / AutoML-and-Adversarial-Attack-Defense-for-Zero-Touch-Network-SecurityView on GitHub
This repository includes code for the AutoML-based IDS and adversarial attack defense case studies presented in the paper "Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis" published in IEEE Transactions on Network and Service Management.
☆46Oct 10, 2026Updated 3 weeks ago
Alternatives and similar repositories for AutoML-and-Adversarial-Attack-Defense-for-Zero-Touch-Network-Security
Users that are interested in AutoML-and-Adversarial-Attack-Defense-for-Zero-Touch-Network-Security are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository includes code for the paper "Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networ…☆16Mar 5, 2025Updated last year
- Data stream analytics: Implement online learning methods to address concept drift and model drift in dynamic data streams. Code for the p…☆34Jan 11, 2023Updated 3 years ago
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆13Oct 3, 2023Updated 3 years ago
- ☆11Dec 16, 2021Updated 4 years ago
- As society and technology develop, more and more of our time is spent online, from shopping to socialising, working to banking. Ensuring …☆10Oct 8, 2022Updated 4 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.
- CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level☆26Jun 19, 2025Updated last year
- This research proposed an Advanced DDoS Attack Detection System (ADADS) using a Hybrid Detection Model (HDM) and Continuous Learning Mode…☆10Jan 13, 2024Updated 2 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆18Apr 18, 2023Updated 3 years ago
- ☆24Mar 25, 2024Updated 2 years ago
- Helios: Learning and Adaptation of Matching Rules for Continual In-Network Malicious Traffic Detection, WWW 2025☆14May 4, 2025Updated last year
- This repository contains the notebook used for the experiments of the papers: "A Deeper Analysis of Adversarial Examples in Intrusion Det…☆10Dec 8, 2021Updated 4 years ago
- ☆10Mar 7, 2023Updated 3 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆205Apr 20, 2026Updated 6 months ago
- Framwork for the work "Large Language Models for Zero Touch Network Configuration Management"☆14Jun 20, 2024Updated 2 years 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.
- Code for the paper: "Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection" (Infocom 2025)☆31Aug 28, 2025Updated last year
- Repository for the paper Network Traffic Classification based on Single Flow Time Series Analysis☆11Apr 18, 2024Updated 2 years ago
- IoT Attack Detection with machine learning☆32Jun 12, 2025Updated last year
- CertTA: Certified Robustness Made Practical for Learning-Based Traffic Analysis☆19Jun 20, 2025Updated last year
- An online learning method used to address concept drift and model drift. Code for the paper entitled "A Lightweight Concept Drift Detecti…☆56Jan 20, 2024Updated 2 years ago
- Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGB…☆600Apr 1, 2026Updated 6 months ago
- This implementation for the paper: Learning Neural Representations for Network Anomaly Detection. If you have questions, please do not he…☆18Aug 20, 2019Updated 7 years ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆69Jan 7, 2025Updated last year
- This repository contains the code for paper, ''Cyber-Physical Intrusion Detection System for Unmanned Aerial Vehicles,” in IEEE Transacti…☆15Feb 25, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This is the source code of "Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed Graph Neural Networks"☆12Jan 19, 2024Updated 2 years ago
- TSNZeek: An Open-source Intrusion Detection System for IEEE 802.1 Time-sensitive Networking☆19Jun 6, 2024Updated 2 years ago
- ☆18Apr 1, 2025Updated last year
- ☆48Aug 7, 2022Updated 4 years ago
- host碰撞工具☆13May 22, 2023Updated 3 years ago
- Code for the paper "Detecting In-vehicle Intrusion via Semi-supervised Learning-based Convolutional Adversarial Autoencoders"☆48Sep 14, 2022Updated 4 years ago
- ☆47Jun 10, 2024Updated 2 years ago
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆25Dec 20, 2020Updated 5 years ago
- CANTransfer: Transfer learning based intrusion detection on a controller area network using convolutional LSTM network☆17Sep 21, 2020Updated 6 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.
- Detection of Unknown Attacks: A Gaussian Prototype-Aided Variational Autoencoder Framework☆18Sep 26, 2025Updated last year
- ☆17May 9, 2024Updated 2 years ago
- Code for the paper: "AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection" (Infocom 2024)☆45Dec 6, 2024Updated last year
- Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from T…☆42Apr 17, 2025Updated last year
- Pytorch implementation of Amoeba☆10Nov 24, 2023Updated 2 years ago
- Adaptive Federated Learning Approach to DDoS attack detection☆56Sep 15, 2026Updated last month
- GraphIDS: Self-supervised GNN for Network Intrusion Detection (NeurIPS 2025)☆61Oct 21, 2026Updated last week