AbiXnash / An-Intrusion-Detection-System-using-Deep-Learning-models-on-UNSW_NB15-dataset

Related projects ⓘ

Alternatives and complementary repositories for An-Intrusion-Detection-System-using-Deep-Learning-models-on-UNSW_NB15-dataset

• dwday / deep_learn_ids
  Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow
  ☆20Updated last year
• FrazHackz / Network-Intrusion-Detection-System-Deep-Learning
  Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)
  ☆12Updated 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
• AnushManglani / Anomaly-based-Intrusion-Detection-System
  Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.
  ☆30Updated 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.
  ☆66Updated 4 years ago
• othmbela / dbn-based-nids
  An Intrusion Detection System based on Deep Belief Networks
  ☆73Updated 2 years ago
• jayxsinha / Efficient-CNN-BiLSTM-for-Network-IDS
  Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS
  ☆95Updated 2 years ago
• sgamage2 / dl_ids_survey
  Deep learning models for network intrusion detection
  ☆33Updated last year
• dendyikbc / kdd99-cnn-1
  Intrusion Detection Based on Convolutional Neural Network with kdd99 data set
  ☆52Updated 5 years ago
• ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks
  ☆42Updated 3 years ago
• parqz / IDS-Using-CNN-RNN
  Intrusion detection system using CNN and RNN
  ☆22Updated 5 years ago
• irijije / DeepLearningIDS
  A deep learning based intrusion detection system using CSE-CIC-IDS2018 dataset.
  ☆12Updated 4 years ago
• perriDplatypus / Anomaly-Detection-KDD99-CNNLSTM
  Intrusion Detection System using Machine Learning and Deep Learning
  ☆81Updated 10 months ago
• abhinav-bhardwaj / IoT-Network-Intrusion-Detection-System-UNSW-NB15
  Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset
  ☆143Updated 3 years ago
• Jumabek / net_intrusion_detection
  Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution
  ☆40Updated 5 months ago
• NUAA-YANG / CNN
  CNN网络入侵检测
  ☆26Updated 7 months ago
• WhiteHatCyberus / Deep-Learning-Evaluation-of-IDS-Datasets
  Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.
  ☆12Updated last year
• ZhangJiTaoA / An-Intrusion-Detection-Model-with-Transformer-BiLSTM
  ☆35Updated 2 years ago
• munhouiani / LuNet
  Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection
  ☆53Updated 4 years ago
• TGyAlDeen / IDS-UNSW-NB15
  IoT intrusion Detection Model based on neural network and random forests
  ☆43Updated 6 years ago
• SubrataMaji / IDS-UNSW-NB15
  Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm
  ☆72Updated 4 years ago
• Scorks / GAN_DRL_IDS
  Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks
  ☆40Updated 2 months ago
• hymoe / Intrusion-Detection-on-NSL-KDD
  Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…
  ☆28Updated 4 years ago
• Western-OC2-Lab / Intrusion-Detection-System-Using-CNN-and-Transfer-Learning
  Code for intrusion detection system (IDS) development using CNN models and transfer learning
  ☆141Updated last year
• mehrdadep / deep-learning-nids
  A Deep Learning approach toward creating a NIDS using python
  ☆23Updated 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
• mandersch / RTIDS
  Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al
  ☆20Updated 2 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
• r7sy / IntrusionDetection
  This repository contains a notebook implementing an autoencoder based approach for intrusion detection, the full documentation of the stu…
  ☆32Updated 5 years ago
• abhi-jith23 / Intrusion-Detection-System-using-DL
  An intrusion detection system model developed using CNN and Bi-LSTM.
  ☆12Updated 2 years ago