This project is created to show how machine learning can be used to detect anomalies in network traffic.
☆55Sep 26, 2020Updated 5 years ago
Alternatives and similar repositories for Network-Anomaly-Detection
Users that are interested in Network-Anomaly-Detection are comparing it to the libraries listed below
Sorting:
- Anomaly Detection in Network Traffic using different clustering algorithm.☆18Jun 8, 2017Updated 8 years ago
- A thesis submitted for the degree of Master of Science in Computer Networks and Security☆237Nov 16, 2022Updated 3 years ago
- Training an LSTM-based autoencoder to detect anomalies in the KDD99 network traffic dataset.☆15Oct 17, 2020Updated 5 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
- Feature Extraction and Machine Learning from Network Traffic Traces☆74Aug 1, 2024Updated last year
- A Network Anomaly Detection system that leverages machine learning to monitor and identify unusual activities in network traffic in real-…☆25Jun 19, 2024Updated last year
- Anomaly detection in network traffic and event logs using deep learning (w/ Pytorch)☆73Mar 22, 2019Updated 6 years ago
- This project aims to detect the anomalies in Web-Traffic using a C-LSTM architecture.☆26May 25, 2020Updated 5 years ago
- Apply modern, deep learning techniques for anomaly detection to identify network intrusions.☆51Mar 12, 2026Updated last week
- This repository contains a basic custom lab environment designed to demonstrate and explore SQL injection vulnerabilities. The lab provid…☆10Sep 20, 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☆16Dec 1, 2023Updated 2 years ago
- Classifying network traffic using machine learning approach☆24Jul 5, 2020Updated 5 years ago
- This project has been conducted under the supervision of Dr. Jinoh Kim and Dr. Donghwoon Kwon at Texas A&M University-Commerce. The res…☆17Jan 30, 2019Updated 7 years ago
- ☆10Mar 11, 2023Updated 3 years ago
- An automated smart contract vulnerability repair tool☆12Aug 15, 2023Updated 2 years ago
- Master Thesis: Prediction of Epileptic Seizures using Machine Learning and Deep Learning models - code repository☆13Sep 18, 2019Updated 6 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
- Long Short-Term Memory Recurrent Neural Network for Traffic Prediction in Cellular Networks☆12Sep 28, 2020Updated 5 years ago
- script to analyse data traffic on the Helium network by accessing the blockchain API☆17Aug 31, 2022Updated 3 years ago
- The proposed hybrid IDS is tested on two public network datasets, the CSE-CIC-IDS2018 and the TON IoT datasets, representing internal and…☆15May 18, 2022Updated 3 years ago
- Collection of standalone VBA libraries for MS Access projects.☆24Mar 24, 2019Updated 6 years ago
- GUI SQL Injection scannig tool☆31Oct 24, 2025Updated 4 months ago
- Keras + pyTorch implimentation of "Deep Learning & 3D Convolutional Neural Networks for Speaker Verification"☆29Jan 23, 2019Updated 7 years ago
- A set of methods to enable traffic classification using randomness tests. We also add an automated database creation algorithm.☆17Jul 12, 2021Updated 4 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆22Dec 14, 2023Updated 2 years ago
- Intrusion Detection Systems (IDSs) and Intrusion Prevention Systems (IPSs) are the most important defense tools against the sophisticated…☆24Oct 16, 2020Updated 5 years ago
- matlab 作业 实现避障扫地机器人☆22Dec 18, 2020Updated 5 years ago
- Lab Book Database Framework with Input, Output, and Reporting Functions☆14Jul 18, 2022Updated 3 years ago
- MNASNet implementation and pre-trained model in PyTorch☆10Mar 20, 2019Updated 7 years ago
- This repository contains an implementation for design patterns detection. In this task, feature engineering and ensemble learning are app…☆10Jul 30, 2022Updated 3 years ago
- Definition and Detection of Defects in NFT Smart Contracts☆28Aug 31, 2025Updated 6 months ago
- Anomaly detection based on DNS traffic analysis☆55Jul 30, 2020Updated 5 years ago
- This forked repository contains our fixed version of the original CICFlowmeter tool. The improvements were implemented as part of our pap…☆55Jun 26, 2024Updated last year
- The framework for automatic, robust detection and localisation of objects (primarily faces) through menpo framework.☆11Oct 2, 2020Updated 5 years ago
- 修改谷歌提供的样例量子卷积神经网络模型，基于KDD99数据集进行训练，实现了网络攻击分类检测。☆39Jan 27, 2022Updated 4 years ago
- Linux Ebtables bindings☆23Mar 2, 2019Updated 7 years ago
- ☆24Mar 11, 2022Updated 4 years ago
- Faithful Python implementation of the paper "Towards Deep Symbolic Reinforcement Learning" by Garnelo et al.☆13Mar 23, 2021Updated 4 years ago
- ☆14Feb 12, 2021Updated 5 years ago