c2dc / AB-TRAPLinks
This is a five-step framework for the development of intrusion detection systems (IDS) using machine learning (ML) considering model realization, and performance evaluation.
☆54Updated 3 years ago
Alternatives and similar repositories for AB-TRAP
Users that are interested in AB-TRAP are comparing it to the libraries listed below
Sorting:
- Payload-Byte is a tool for extracting and labeling packet capture (Pcap) files of modern network intrusion detection datasets.☆42Updated last year
- Network Intrusion Detection System using Deep Learning Techniques☆160Updated 5 years ago
- Machine Learning in Cybersecurity☆86Updated 3 months ago
- ☆67Updated 2 months ago
- Public datasets to help you address various cyber security problems.☆447Updated 3 years ago
- A machine learning based Intrusion Detection System☆145Updated 5 years ago
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆209Updated last year
- This repository contains an in-depth analysis of the Intrusion Detection Evaluation Dataset (CIC-IDS2017) for Intrusion Detection, showca…☆79Updated last year
- Anomaly detection in network traffic and event logs using deep learning (w/ Pytorch)☆70Updated 6 years ago
- IoT Attack Detection with machine learning☆27Updated 2 months ago
- This forked repository contains our fixed version of the original CICFlowmeter tool. The improvements were implemented as part of our pap…☆47Updated last year
- A thesis submitted for the degree of Master of Science in Computer Networks and Security☆226Updated 2 years ago
- NLP model and tech for cyber security tasks☆87Updated 2 years ago
- Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm☆86Updated 4 years ago
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆281Updated last year
- CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is a network traffic Bi-flow generator and analyzer for anomaly detection that has be…☆186Updated last year
- CTU13 CSV Dataset contains Botnet, Normal and Background traffic☆16Updated 2 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆138Updated 3 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆64Updated 5 years ago
- Machine-learning-based intrusion detection☆39Updated 7 years ago
- This is a Python version of CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) - an Ethernet traffic Bi-flow generator and analyzer for …☆74Updated 4 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆33Updated 2 years ago
- Cyber Attack Detection thanks to Machine Learning Algorithms☆105Updated 5 years ago
- VGG-19 deep learning model trained using ISCX 2012 IDS Dataset☆142Updated 6 years ago
- A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)☆350Updated last year
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆175Updated 3 years ago
- Official ID2T repository. ID2T creates labeled IT network datasets that contain user defined synthetic attacks.☆64Updated 2 years ago
- Adversarial Machine Learning applications on network-based Intrusion Detection System (IDS).☆26Updated 5 years ago
- Scripts to deploy virtual testbed for log data analysis and anomaly detection.☆26Updated last year
- CICIDS2017 dataset☆71Updated 3 years ago