WhiteHatCyberus / Deep-Learning-Evaluation-of-IDS-Datasets

Related projects ⓘ

Alternatives and complementary repositories for Deep-Learning-Evaluation-of-IDS-Datasets

• FrazHackz / Network-Intrusion-Detection-System-Deep-Learning
  Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)
  ☆12Updated 4 years ago
• AnushManglani / Anomaly-based-Intrusion-Detection-System
  Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.
  ☆29Updated 4 years ago
• FlamingJay / Time-related-Intrusion-Detection-Model-based-on-Recurrent-Neural-Network
  Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.
  ☆65Updated 4 years ago
• MosabHamdan12 / nomaly-based-Intrusion-Detection-Technique-for-IoT-Enabled-Smart-Cities
  This study proposes a two- level classification technique for the anomaly detection-based IDS architecture for fog-edge sides. Targeted f…
  ☆13Updated last year
• ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks
  ☆42Updated 3 years ago
• abhi-jith23 / Intrusion-Detection-System-using-DL
  An intrusion detection system model developed using CNN and Bi-LSTM.
  ☆12Updated 2 years ago
• parqz / IDS-Using-CNN-RNN
  Intrusion detection system using CNN and RNN
  ☆22Updated 5 years ago
• othmbela / dbn-based-nids
  An Intrusion Detection System based on Deep Belief Networks
  ☆73Updated 2 years ago
• AbiXnash / An-Intrusion-Detection-System-using-Deep-Learning-models-on-UNSW_NB15-dataset
  A Deep Learning Based Intrusion Detection System for IIoT Networks
  ☆10Updated 4 months ago
• dendyikbc / kdd99-cnn-1
  Intrusion Detection Based on Convolutional Neural Network with kdd99 data set
  ☆52Updated 5 years ago
• Scorks / GAN_DRL_IDS
  Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks
  ☆40Updated last month
• jayxsinha / Efficient-CNN-BiLSTM-for-Network-IDS
  Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS
  ☆94Updated 2 years ago
• sgamage2 / dl_ids_survey
  Deep learning models for network intrusion detection
  ☆33Updated last year
• Wanggag / IDS
  机器学习作业，机器学习和深度学习方法实现入侵检测
  ☆32Updated 2 years ago
• ZhangJiTaoA / An-Intrusion-Detection-Model-with-Transformer-BiLSTM
  ☆34Updated 2 years ago
• bobolike123 / NetworkTrafficAnalysis
  论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码
  ☆22Updated 2 years ago
• munhouiani / LuNet
  Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection
  ☆53Updated 4 years ago
• ritikaxx / Intrusion-Detection-for-Internet-Of-Vehicles
  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
• Jumabek / net_intrusion_detection
  Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution
  ☆40Updated 4 months ago
• NUAA-YANG / CNN
  CNN网络入侵检测
  ☆24Updated 6 months ago
• dwday / deep_learn_ids
  Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow
  ☆20Updated last year
• Western-OC2-Lab / Intrusion-Detection-System-Using-CNN-and-Transfer-Learning
  Code for intrusion detection system (IDS) development using CNN models and transfer learning
  ☆139Updated last year
• racsa-lab / Edge-Detect
  Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".
  ☆42Updated last year
• meryemJanatiIdrissi / Fed-ANIDS
  ☆8Updated last year
• perriDplatypus / Anomaly-Detection-KDD99-CNNLSTM
  Intrusion Detection System using Machine Learning and Deep Learning
  ☆80Updated 10 months ago
• AnushaUpadhyaya / Intrusion-Detection-System
  I have tried some of the machine learning and deep learning algorithm for IDS 2017 dataset. The link for the dataset is here: http://www.…
  ☆39Updated 6 years ago
• elifnurkarakoc / CICIDS2017
  CICIDS2017 dataset
  ☆54Updated 2 years ago
• mehrdadep / deep-learning-nids
  A Deep Learning approach toward creating a NIDS using python
  ☆23Updated last year
• Gci04 / GANs_for_Network_Intrusion_Data
  Generative adversarial networks for Network Intrusion Benchmark datasets
  ☆28Updated 3 months ago
• nuttysunday / Protocol-Based-Deep-Intrusion-Detection-for-DoS-Normal-and-DDoS-Attacks
  Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets
  ☆20Updated 2 years ago