Detection of network traffic anomalies using unsupervised machine learning
☆27Jan 26, 2022Updated 4 years ago
Alternatives and similar repositories for ML-Anomaly-Detection
Users that are interested in ML-Anomaly-Detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A project using Django, sklearn and pandas to detect anomalies in network traffic using machine learning☆46Jun 13, 2022Updated 4 years ago
- Anomaly Detection in Network Traffic using different clustering algorithm.☆19Jun 8, 2017Updated 9 years ago
- Purposed a network traffic classification and prediction model based on CNN, TCN and Attention mechanism.☆22Nov 13, 2023Updated 2 years ago
- AI & Machine Learning: Detection and Classification of Network Traffic Anomalies based on IoT23 Dataset☆94Jul 30, 2021Updated 5 years ago
- A thesis submitted for the degree of Master of Science in Computer Networks and Security☆237Nov 16, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 定义了网络流量数据的分布外数据类型，其次介绍了两个检测方法使用到的知识或技术，并利用这些技术知识设计了基于两种检测方法的分布外异常检测系统。☆10Sep 26, 2023Updated 3 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
- Official repository for Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning☆12Sep 2, 2024Updated 2 years ago
- As society and technology develop, more and more of our time is spent online, from shopping to socialising, working to banking. Ensuring …☆10Oct 8, 2022Updated 4 years ago
- Notebooks exploring the Canadian Institute of Cybersecurity's IoT dataset.☆12Mar 6, 2024Updated 2 years ago
- Artifacts for our RAID 2023 paper, "Xunpack: Cross-Architecture Unpacking for Linux IoT Malware"☆16Oct 12, 2023Updated 2 years ago
- 采用VAE模型实现网络流量异常检测，并结合联邦学习与蒸馏学习☆17Dec 1, 2023Updated 2 years ago
- learn to allocate wireless resources with GNN in over-the-air FL system☆10Jun 4, 2023Updated 3 years ago
- Log anomaly detection based on MogrifierLSTM + CNN☆14Apr 23, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 马甲包检查相似度☆18Jul 16, 2023Updated 3 years ago
- ☆10Mar 11, 2023Updated 3 years ago
- Network Traffic Classification with Graph Neural Networks☆14Nov 4, 2023Updated 2 years ago
- 图片相似性对比的python实现☆21Dec 9, 2019Updated 6 years ago
- convGRU based autoencoder for unsupervised & spatial-temporal anomaly detection in computer network (PCAP) traffic.☆19Feb 16, 2024Updated 2 years ago
- This project is an open-source project based on a GAN network anomaly detection.☆14Aug 4, 2024Updated 2 years ago
- IoT intrusion Detection Model based on neural network and random forests☆50Oct 16, 2018Updated 7 years ago
- Public Arena dataset☆16Jul 20, 2022Updated 4 years ago
- A Framework of Pre-trained Models for Efficient and Accurate Network Traffic Classification☆17Apr 24, 2026Updated 5 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆25Mar 13, 2021Updated 5 years ago
- The repository of SiamHAN, an IPv6 address correlation model on TLS encrypted traffic. The work has been accepted as USENIX Security 2021…☆18Dec 1, 2021Updated 4 years ago
- 渗透测试学习笔记☆22Oct 13, 2025Updated 11 months ago
- Long Short-Term Memory Recurrent Neural Network for Traffic Prediction in Cellular Networks☆12Sep 28, 2020Updated 6 years ago
- Supplementary materials for paper "On the Effectiveness of Log Representation for Log-based Anomaly Detection"☆14Dec 1, 2023Updated 2 years ago
- AEIDS is a prototype of anomaly-based intrusion detection system which works by remembering the pattern of legitimate network traffic usi…☆14Mar 18, 2020Updated 6 years ago
- Log-based anomaly detection☆14Jul 2, 2025Updated last year
- This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.☆21Apr 19, 2024Updated 2 years ago
- Visual-Text dataset based on NFT metadata☆19Nov 7, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Claude 中文站点是为国内用户提供的官方镜像和第三方服务平台，让您无需复杂设置即可访问最新的 Claude 4.5 AI 助手。本导航汇集了最优质、最稳定的 Claude 访问方式。☆17Sep 10, 2026Updated 3 weeks ago
- Version control for my thesis conducted during the 10th semester in Electrical & Computer Engineering at Aristotle University of Thessalo…☆11Jun 26, 2018Updated 8 years ago
- An Intrusion Detection System written in Python☆28Oct 28, 2023Updated 2 years ago
- PyTorch implementation of the ICML 2020 paper "Latent Bernoulli Autoencoder"☆25Apr 8, 2021Updated 5 years ago
- Files for social graphs☆14Oct 17, 2023Updated 2 years ago
- 基于机器学习的DDoS入侵检测算法☆14Mar 14, 2022Updated 4 years ago
- ☆15Oct 16, 2025Updated 11 months ago