dreizehnutters / pcapAE
convGRU based autoencoder for unsupervised & spatial-temporal anomaly detection in computer network (PCAP) traffic.
☆17Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for pcapAE
- ☆19Updated last year
- ☆35Updated 2 years ago
- Anomaly Detection using PCA and BiGAN☆12Updated 4 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆24Updated 4 years ago
- Generative adversarial networks for Network Intrusion Benchmark datasets☆29Updated 3 months ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆30Updated 4 years ago
- This is the source code of "Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed Graph Neural Networks"☆11Updated 10 months ago
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆16Updated 3 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆28Updated last year
- ☆20Updated 4 years ago
- A PyTorch implementation of of Anomal-E.☆30Updated last year
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆41Updated 2 months ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆12Updated 2 years ago
- A Few-shot Based Model-Agnostic Meta-Learning for Intrusion Detection in Security of Internet of Things☆10Updated last year
- Development of a transfer learning system for the detection of cyber-attacks in 5G and IoT networks. Transfer learning will improve the a…☆13Updated 2 years ago
- ☆11Updated 2 years ago
- Application of novel EC-GAN method on Network Intrusion Detection☆18Updated 2 years ago
- An Intrusion Detection System based on Deep Belief Networks☆73Updated 2 years ago
- ☆18Updated 2 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆15Updated last year
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆27Updated last year
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆42Updated last year
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆14Updated 2 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆66Updated 4 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆20Updated 2 months ago
- NEGSC☆29Updated 5 months ago
- Distributed intelligent malicious traffic detection system based on GAN☆17Updated 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…☆10Updated 2 years ago
- ☆15Updated 4 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆43Updated 4 years ago