PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta Learning [TNSE 2023]"
☆22Dec 14, 2023Updated 2 years ago
Alternatives and similar repositories for Per-FedAvg-APT
Users that are interested in Per-FedAvg-APT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Few-shot Based Model-Agnostic Meta-Learning for Intrusion Detection in Security of Internet of Things☆20Jan 7, 2026Updated 5 months ago
- PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach☆57Feb 1, 2023Updated 3 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
- Application of novel EC-GAN method on Network Intrusion Detection☆25Dec 24, 2021Updated 4 years ago
- ☆10Mar 11, 2023Updated 3 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.
- ☆16Apr 1, 2025Updated last year
- ☆11Feb 14, 2023Updated 3 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 2 years ago
- Network Traffic Classification with Graph Neural Networks☆12Nov 4, 2023Updated 2 years ago
- ☆104Nov 25, 2023Updated 2 years ago
- ☆16May 9, 2024Updated 2 years ago
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆25Apr 1, 2025Updated last year
- A Meta-Learning Approach for Few-Shot Anomaly Detection and One-Class Classification☆37Jan 12, 2022Updated 4 years ago
- ☆24Aug 8, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The official implementation of paper "Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors…☆16Jun 14, 2024Updated 2 years ago
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆40Jun 27, 2024Updated last year
- This project visualizes the knowledge of an agent trained by Deep Reinforcement Learning (paper will be published) using Backpropagation,…☆18May 20, 2020Updated 6 years ago
- S-LIME: Stabilized-LIME for model explanation (KDD 2021). pip install stabilized-lime☆16Mar 7, 2026Updated 3 months ago
- ☆20Jul 10, 2024Updated last year
- Adaptive Federated Learning Approach to DDoS attack detection☆56Feb 2, 2026Updated 4 months ago
- CANTransfer: Transfer learning based intrusion detection on a controller area network using convolutional LSTM network☆17Sep 21, 2020Updated 5 years ago
- ☆25Aug 7, 2023Updated 2 years ago
- CTU13 CSV Dataset contains Botnet, Normal and Background traffic☆21Feb 2, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 6 years ago
- matlab☆10Aug 16, 2018Updated 7 years ago
- Adversarial Machine Learning applications on network-based Intrusion Detection System (IDS).☆28May 8, 2020Updated 6 years ago
- ☆21Apr 8, 2026Updated 2 months ago
- A Python package for feature selection on a simulated data stream☆10Apr 21, 2022Updated 4 years ago
- Code for our submission to IEEE CNS 2022☆26Oct 10, 2023Updated 2 years ago
- ☆25Mar 11, 2022Updated 4 years ago
- An automated smart contract vulnerability repair tool☆12Aug 15, 2023Updated 2 years ago
- ☆19Feb 8, 2024Updated 2 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.
- A dataset containing APT group related articles and MITRE ATT&CK technique descriptions☆18Aug 14, 2019Updated 6 years ago
- PyTorch implementation of Fast-Convergent Federated Learning via Cyclic Aggregation, including FedAvg, FedProx, MOON, and FedRS☆15Jun 28, 2023Updated 2 years ago
- Evading Provenance-Based ML Detectors with Adversarial System Actions☆36Aug 18, 2024Updated last year
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated 3 months ago
- Federated Learning in Network Intrusion Detection☆14Feb 22, 2023Updated 3 years ago
- Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)☆73Sep 10, 2025Updated 9 months ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆35Dec 18, 2022Updated 3 years ago