smallcube / EAL-GANLinks
The official codes for the paper Supervised Anomaly Detection via a Class-Balanced Generative Adversarial Network
☆10Updated 2 years ago
Alternatives and similar repositories for EAL-GAN
Users that are interested in EAL-GAN are comparing it to the libraries listed below
Sorting:
- A Transformer-based GAN for Anomaly Detection, International Conference on Artificial Neural Networks, (ICANN2022).☆23Updated 2 years ago
- Code of Anomaly Detection by Leveraging Incomplete Anomalous Knowledge with Anomaly-Aware Bidirectional GANs☆22Updated 2 years ago
- ☆21Updated 11 months ago
- ☆47Updated 4 years ago
- convGRU based autoencoder for unsupervised & spatial-temporal anomaly detection in computer network (PCAP) traffic.☆18Updated last year
- Application of novel EC-GAN method on Network Intrusion Detection☆24Updated 4 years ago
- ☆10Updated 2 years ago
- Official implementation of KDD'23 paper "Deep Weakly-supervised Anomaly Detection"☆21Updated 2 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆26Updated 6 years ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆22Updated 2 years ago
- ☆74Updated 4 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆37Updated 2 years ago
- A Graph Neural Network-based Intrusion Detection System☆29Updated last year
- ☆21Updated 5 years ago
- Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection (AMSL) -open source☆57Updated 3 years ago
- ☆11Updated 4 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆19Updated 2 years ago
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆14Updated last year
- ☆11Updated 2 years ago
- The implement of An Unsupervised Short- and Long-Term Mask Representation for Multivariate Time Series Anomaly Detection☆25Updated 2 years ago
- [IEEE TKDE] DASVDD: Deep Autoencoding Support Vector Data Descriptor for Anomaly Detection☆16Updated 2 years ago
- Deep Contrastive One-Class Time Series Anomaly Detection☆37Updated 10 months ago
- PyTorch implementation of paper: adVAE: a Self-adversarial Variational Autoencoder with Gaussian Anomaly Prior Knowledge for Anomaly Dete…☆36Updated 4 years ago
- Generative adversarial networks for Network Intrusion Benchmark datasets☆42Updated last year
- unofficial implementation of paper Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder (MemAE) for Unsupervised Ano…☆73Updated 5 years ago
- Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO☆15Updated 11 months ago
- Code for the paper: "Supervised contrastive learning over prototype-label embeddings for network intrusion detection"☆15Updated 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…☆15Updated 3 years ago
- CANTransfer: Transfer learning based intrusion detection on a controller area network using convolutional LSTM network☆17Updated 5 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Updated 5 years ago