smallcube / EAL-GAN
The official codes for the paper Supervised Anomaly Detection via a Class-Balanced Generative Adversarial Network
☆9Updated last year
Alternatives and similar repositories for EAL-GAN:
Users that are interested in EAL-GAN are comparing it to the libraries listed below
- ☆19Updated last year
- A Transformer-based GAN for Anomaly Detection, International Conference on Artificial Neural Networks, (ICANN2022).☆21Updated last year
- ☆10Updated last year
- ☆10Updated 4 years ago
- 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
- ☆42Updated 3 years ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆13Updated last year
- A GAN-based model focused on anomaly detection in discrete dataset☆24Updated 5 years ago
- Code for the paper: "Supervised contrastive learning over prototype-label embeddings for network intrusion detection"☆15Updated 3 years ago
- Federated PCA on Grassmann Manifold for IoT Anomaly Detection☆13Updated 5 months ago
- Code of Anomaly Detection by Leveraging Incomplete Anomalous Knowledge with Anomaly-Aware Bidirectional GANs☆19Updated last year
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆9Updated last year
- Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection (AMSL) -open source☆51Updated 2 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆29Updated last year
- Official implementation of KDD'23 paper "Deep Weakly-supervised Anomaly Detection"☆17Updated last year
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆16Updated last year
- PyTorch implementation of paper: adVAE: a Self-adversarial Variational Autoencoder with Gaussian Anomaly Prior Knowledge for Anomaly Dete…☆33Updated 3 years ago
- ☆21Updated 4 years ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆44Updated last year
- Application of novel EC-GAN method on Network Intrusion Detection☆18Updated 3 years ago
- CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level☆13Updated 3 months ago
- ☆12Updated 2 years ago
- PyTorch implementation of DASVDD: Deep Autoencoding Support Vector Data Descriptor for Anomaly Detection☆15Updated last year
- ☆37Updated 2 years ago
- Generative adversarial networks for Network Intrusion Benchmark datasets☆32Updated 5 months ago
- This repository contains PyTorch implementation of the following paper: SAGAN: SKIP-ATTENTION GAN FOR ANOMALY DETECTION.☆14Updated 2 years ago
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆15Updated last year
- This repository is the PyTorch implementation of GAN Ensemble for Anomaly Detection.☆39Updated 3 years ago