NikosMouzakitis / GAN_based_Intrusion_Detection_System_for_in-vehicle_network
GAN_based_Intrusion_Detection_System_for_in-vehicle_network
☆11Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for GAN_based_Intrusion_Detection_System_for_in-vehicle_network
- An intelligent classifier based Intrusion Detection System for IoV’s based on Neural Networks like optimized CNN, transfer learning and e…☆15Updated 2 years ago
- Modern and future vehicles are complex cyber-physical sys-tems. The connection to their outside environment raises many securityproblems …☆19Updated 3 years ago
- Reproduction of "Sliding Window Optimized Information Entropy Analysis Method for Intrusion Detection on In-Vehicle Networks"☆12Updated 3 years ago
- Code for the paper "Detecting In-vehicle Intrusion via Semi-supervised Learning-based Convolutional Adversarial Autoencoders"☆33Updated 2 years ago
- ☆14Updated 2 years ago
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆8Updated last year
- This study proposes a two- level classification technique for the anomaly detection-based IDS architecture for fog-edge sides. Targeted f…☆13Updated last year
- ☆34Updated 2 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆66Updated 4 years ago
- ☆13Updated last year
- Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets☆20Updated 2 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆17Updated 4 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆25Updated last year
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆139Updated last year
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 4 years ago
- CNN网络入侵检测☆24Updated 7 months ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆53Updated 4 years ago
- An Intrusion Detection System based on Deep Belief Networks☆73Updated 2 years ago
- Deep learning models for network intrusion detection☆33Updated last year
- Anomaly Detection using PCA and BiGAN☆12Updated 4 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆94Updated 2 years ago
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆10Updated 4 months ago
- Intrusion Detection System using Machine Learning and Deep Learning☆80Updated 10 months ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆29Updated 4 years ago
- ☆44Updated 4 years ago
- the DL methods used are : DNN, CNN, LSTM, GRU, CNN-LSTM, CNN-GRU, CNN-BiLSTM, CNN-BiGRU, the dataset used is : imbalanced NSL-KDD (KDDTra…☆34Updated 2 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆40Updated last month
- A GAN-based model focused on anomaly detection in discrete dataset☆24Updated 4 years ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆12Updated 2 years ago
- ☆20Updated 4 years ago