Jieerbobo / TrustGuardLinks
Source code of paper "TrustGuard: GNN-based Robust and Explainable Trust Evaluation with Dynamicity Support"
☆22Updated 9 months ago
Alternatives and similar repositories for TrustGuard
Users that are interested in TrustGuard are comparing it to the libraries listed below
Sorting:
- A PyTorch implementation of of E-GraphSAGE.☆89Updated 2 years ago
- FL-based intrusion detection system development using model averaging.☆38Updated 2 years ago
- A PyTorch implementation of of Anomal-E.☆34Updated 2 years ago
- The pytorch implementation of E-GraphSAGE and E-ResGAT, two solutions for intrusion detection.☆69Updated 3 years ago
- NEGSC☆37Updated last year
- ☆9Updated 2 years ago
- ☆18Updated last year
- ☆48Updated 3 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆28Updated 2 years ago
- Official code for the INFOCOM 2020 paper "Guardian: Evaluating Trust in Online Social Networks with Graph Convolutional Networks."☆11Updated 4 years ago
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆14Updated 10 months ago
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆40Updated last year
- [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆88Updated 5 months ago
- ☆22Updated 3 years ago
- code repository for the the paper "Encrypted Network Traffic Classification with Higher Order Graph Neural Network"☆33Updated 11 months ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆40Updated last year
- Network System Intrusion Detection using Graph Neural Networks☆16Updated last year
- ☆13Updated last year
- Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets☆22Updated 3 years ago
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆20Updated 2 months ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆12Updated last year
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆16Updated last year
- ☆21Updated 8 months ago
- ☆84Updated last year
- Adaptive Federated Learning Approach to DDoS attack detection☆48Updated 6 months ago
- An intelligent classifier based Intrusion Detection System for IoV’s based on Neural Networks like optimized CNN, transfer learning and e…☆18Updated 3 years ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆24Updated last year
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆46Updated last year
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆21Updated 3 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Updated 4 years ago