Alternatives and similar repositories for Network-Traffic-Anomaly-Detection-using-PCA-and-BiGAN

Users that are interested in Network-Traffic-Anomaly-Detection-using-PCA-and-BiGAN are comparing it to the libraries listed below

• abdelmageed95 / Synthesis-of-Adversarial-DDos-Attacks-Using-Tabular-Generative-Adversarial-Networks
  Synthesis of Adversarial DDos Attacks Using Tabular Generative Adversarial Networks
  ☆10Updated 2 years ago
• Scorks / GAN_DRL_IDS
  Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks
  ☆44Updated 9 months ago
• AnushManglani / Anomaly-based-Intrusion-Detection-System
  Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.
  ☆35Updated 4 years ago
• xyyx62 / GAN-IDS
  Distributed intelligent malicious traffic detection system based on GAN
  ☆18Updated 5 years ago
• abhi-jith23 / Intrusion-Detection-System-using-DL
  An intrusion detection system model developed using CNN and Bi-LSTM.
  ☆13Updated 3 years ago
• sunxingyui5 / Attention-CNN-Intrusion-Detection-System
  ⼀个有潜⼒的⽹络⼊侵检测算法，引⼊了乘法注意⼒机制将其融合到 CNN 的分类模型中，在KDD99和UNSM-NB15数据集进行模型的训练结果优于一般机器学习方法和CNN。A promising network intrusion detection algorithm is…
  ☆10Updated last year
• MERYX-bh / Network-intrusion-detection
  GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd
  ☆18Updated 2 years ago
• brett-gt / IntrusionDetectionSystem
  Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.
  ☆33Updated 5 years ago
• sgamage2 / dl_ids_survey
  Deep learning models for network intrusion detection
  ☆37Updated 2 years ago
• ANRGUSC / correlation_aware_ddos_iot
  Correlation Aware DDoS Detection In IoT Systems
  ☆9Updated last year
• pfreitasaf / FIDGAN
  ☆21Updated 4 years ago
• sailorlee97 / FlowGANAnomaly
  This project is an open-source project based on a GAN network anomaly detection.
  ☆13Updated 10 months ago
• mandersch / RTIDS
  Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al
  ☆22Updated 9 months ago
• HanishDhanwalkar / DRL-for-Intrusion-Detection-using-VAE-Reduced-State-Space
  Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…
  ☆13Updated last year
• munhouiani / LuNet
  Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection
  ☆52Updated 5 years ago
• Jumabek / net_intrusion_detection
  Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution
  ☆46Updated last year
• tsinghua-fib-lab / NetworkTrafficGeneration
  ☆19Updated 3 years ago
• joejoe233 / TrafficClassification
  using 2d-cnn to classify network traffic
  ☆21Updated 5 years ago
• ZhangJiTaoA / An-Intrusion-Detection-Model-with-Transformer-BiLSTM
  ☆42Updated 2 years ago
• Gci04 / GANs_for_Network_Intrusion_Data
  Generative adversarial networks for Network Intrusion Benchmark datasets
  ☆35Updated 10 months ago
• ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks
  ☆42Updated 4 years ago
• mehdiseydali / CBS
  This platform is designed and implemented for encrypted traffic classification using deep learning
  ☆13Updated last year
• Kyanji / MAGNETO
  ☆20Updated 4 months 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.
  ☆70Updated 4 years ago
• zhang-hongpo / SGM-CNN
  Our implementations of the flow-based network intrusion detection model (for the COMNET paper)
  ☆46Updated 5 years ago
• elifnurkarakoc / CICIDS2017
  CICIDS2017 dataset
  ☆70Updated 3 years ago
• BNN-UPC / GNN-NIDS
  ☆48Updated 3 years ago
• Forcrush / Efficient-GAN-based-method-for-cyber-intrusion
  A GAN-based model focused on anomaly detection in discrete dataset
  ☆26Updated 5 years ago
• dendyikbc / kdd99-cnn-1
  Intrusion Detection Based on Convolutional Neural Network with kdd99 data set
  ☆54Updated 6 years ago
• LMP851 / IDS
  A study on Deep Learning and Graph Neural Network for Intrusion Detection and Prevention (CNN, VAE, GNN,...)
  ☆11Updated 2 years ago