convGRU based autoencoder for unsupervised & spatial-temporal anomaly detection in computer network (PCAP) traffic.
☆19Feb 16, 2024Updated 2 years ago
Alternatives and similar repositories for pcapAE
Users that are interested in pcapAE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This platform is designed and implemented for encrypted traffic classification using deep learning☆19Oct 7, 2023Updated 3 years ago
- Training an LSTM-based autoencoder to detect anomalies in the KDD99 network traffic dataset.☆15Oct 17, 2020Updated 6 years ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆58Mar 2, 2024Updated 2 years ago
- Purposed a network traffic classification and prediction model based on CNN, TCN and Attention mechanism.☆22Nov 13, 2023Updated 2 years ago
- ☆35Dec 18, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Anomaly detection in time-series networks. Spatio-temporal Anomaly Detection☆10Jan 9, 2020Updated 6 years ago
- This project aims to detect the anomalies in Web-Traffic using a C-LSTM architecture.☆26May 25, 2020Updated 6 years ago
- This repository is part of an article about how to forecast and detect anomalies on time-series data. The main objective is to train a RN…☆13Jan 14, 2021Updated 5 years ago
- Automated Heterogeneous IoT Attack Detection through Deep Reinforcement Learning: A Dynamic Machine Learning Approach☆10Aug 27, 2022Updated 4 years ago
- code repository for the the paper "Encrypted Network Traffic Classification with Higher Order Graph Neural Network"☆42Jul 18, 2024Updated 2 years ago
- Notebooks exploring the Canadian Institute of Cybersecurity's IoT dataset.☆12Mar 6, 2024Updated 2 years ago
- Python implementation of the model used in the article "Unsupervised Anomaly Detection in Energy Time Series Data using Variational Recur…☆11May 15, 2020Updated 6 years ago
- (ECCV2022) EAGAN: EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs☆13Sep 15, 2022Updated 4 years ago
- Anomaly detection methods and implementation☆16Feb 28, 2020Updated 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Code and data release for CCS'2022 paper "Understanding IoT Security from a Market-Scale Perspective"☆11Apr 13, 2023Updated 3 years ago
- LSTM-VAE for Time Series Anomaly Detection☆10Feb 21, 2021Updated 5 years ago
- Source codes used on the academic paper, "A Lightweight IoT Cryptojacking Detection Mechanism in Heterogeneous Smart Home Networks".☆11Jul 29, 2022Updated 4 years ago
- ☆11Jan 4, 2024Updated 2 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Jun 14, 2020Updated 6 years ago
- This repository contains the dataset of the paper ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks☆14Apr 28, 2023Updated 3 years ago
- Network fuzzer for the modbus protocol☆20May 20, 2023Updated 3 years ago
- Multi-class classification via CNN using fingerprints extracted from IoT devices captures data.☆10Sep 2, 2026Updated 2 months ago
- Code for PAKDD 2023 paper: TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversaria…☆10Nov 29, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code Snippet used to convert CSV dataset into Images in IEEE Published Article: IoT DoS and DDoS Attack Detection using ResNet☆14Aug 21, 2021Updated 5 years ago
- Based on the paper "Fast and lean encrypted Internet traffic classification," in Computer Communications, by S. Roy, T. Shapira and Y. Sh…☆11May 28, 2022Updated 4 years ago
- 训练的模板☆10Oct 10, 2023Updated 3 years ago
- Encrypted Network Traffic Classification using Deep Learning☆59Apr 3, 2024Updated 2 years ago
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆63Feb 28, 2023Updated 3 years ago
- Artifacts for our RAID 2023 paper, "Xunpack: Cross-Architecture Unpacking for Linux IoT Malware"☆17Oct 12, 2023Updated 3 years ago
- DISEÑO Y EVALUACIÓN DE REDES NEURONALES CONVOLUCIONALES PARA UN SISTEMA DE DETECCIÓN DE INTRUSIONES☆14Jun 14, 2020Updated 6 years ago
- OoD Minimum Anomaly Score GAN - Code for the Paper 'OMASGAN: Out-of-Distribution Minimum Anomaly Score GAN for Sample Generation on the B…☆16Jun 3, 2021Updated 5 years ago
- Official PyTorch Implementation of CDE-GAN (TEC'21)☆12Sep 5, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Dynamic Modification Neural Network Model for Short-term Traffic Prediction☆13Sep 1, 2020Updated 6 years ago
- [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆145Jan 8, 2025Updated last year
- Surface water quality data analysis and prediction of Potomac River, West Virginia, USA. Using time series forecasting, and anomaly detec…☆21Jun 6, 2020Updated 6 years ago
- Statistics, signal processing, finance, econometrics, manufacturing, networking[disambiguation needed] and data mining, anomaly detection…☆18Aug 18, 2020Updated 6 years ago
- A research & development project to create and deploy a Network-based Intrusion Detection System (IDS) to detect intruders on a distribut…☆12Jan 9, 2019Updated 7 years ago
- GAN(生成对抗网络)图片生成☆14Dec 29, 2019Updated 6 years ago
- Simple Tensorflow implementation of "RealnessGAN: Real or Not Real, that is the Question" (ICLR 2020 Spotlight)☆22Feb 18, 2020Updated 6 years ago