zhangzhao156 / SecFedNIDS
☆11Updated 2 years ago
Alternatives and similar repositories for SecFedNIDS:
Users that are interested in SecFedNIDS are comparing it to the libraries listed below
- ☆12Updated last month
- ☆14Updated last year
- ☆18Updated 4 years ago
- Federated Learning in Network Intrusion Detection☆11Updated 2 years ago
- reproduce the FLTrust model based on the paper "FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping"☆29Updated 2 years ago
- The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…☆77Updated 2 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆28Updated 2 years ago
- FL-based intrusion detection system development using model averaging.☆36Updated 2 years ago
- Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning☆37Updated last year
- Asynchronous Federated Learning☆19Updated 3 years ago
- [Usenix Security 2024] Official code implementation of "BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federa…☆32Updated 6 months ago
- ☆11Updated 2 months ago
- This is the code for our paper `Robust Federated Learning with Attack-Adaptive Aggregation' accepted by FTL-IJCAI'21.☆44Updated last year
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆39Updated 3 years ago
- Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn☆25Updated 4 months ago
- ☆18Updated 2 years ago
- A foundational platform that primarily shares federated learning, differential privacy content☆22Updated last week
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆33Updated 4 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆17Updated 4 years ago
- ☆38Updated 3 years ago
- PPA attack code☆12Updated 2 years ago
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆30Updated 4 years ago
- ☆36Updated 3 years ago
- This is a simple backdoor model for federated learning.We use MNIST as the original data set for data attack and we use CIFAR-10 data set…☆14Updated 4 years ago
- ☆12Updated last year
- ☆48Updated last year
- ☆21Updated last year
- Federated Learning and Membership Inference Attacks experiments on CIFAR10☆21Updated 5 years ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆40Updated 2 years ago
- Byzantine-robust Federated Learning☆16Updated last year