ghosh64 / transferability
Improving Transferability of Network Intrusion Detection in a Federated Learning Setup
☆12Updated last year
Alternatives and similar repositories for transferability:
Users that are interested in transferability are comparing it to the libraries listed below
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆27Updated 2 years ago
- FL-based intrusion detection system development using model averaging.☆38Updated 2 years ago
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆11Updated 7 months ago
- ☆40Updated 2 years ago
- ☆9Updated last year
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆18Updated last year
- This platform is designed and implemented for encrypted traffic classification using deep learning☆12Updated last year
- An intrusion detection system model developed using CNN and Bi-LSTM.☆12Updated 2 years ago
- ☆21Updated 4 months ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆45Updated last year
- The proposed hybrid IDS is tested on two public network datasets, the CSE-CIC-IDS2018 and the TON IoT datasets, representing internal and…☆12Updated 2 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆16Updated last year
- NEGSC☆35Updated 9 months ago
- LEXNet: A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification☆12Updated last year
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆69Updated 4 years ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆19Updated 3 years ago
- A Few-shot Based Model-Agnostic Meta-Learning for Intrusion Detection in Security of Internet of Things☆11Updated 2 weeks ago
- An Intrusion Detection System based on Deep Belief Networks☆80Updated 2 years ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆15Updated last year
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆20Updated 4 years ago
- ☆14Updated 2 years ago
- This is a code reproduction for the paper titled "N-BaIoT—Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders"☆10Updated 3 years ago
- ☆19Updated last month
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆31Updated last year
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆22Updated 6 months ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆33Updated 4 years ago
- Generative adversarial networks for Network Intrusion Benchmark datasets☆34Updated 7 months ago
- Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets☆20Updated 2 years ago
- using 2d-cnn to classify network traffic☆20Updated 4 years ago
- ☆24Updated last year