imfaisalmalik / CTU13-CSV-Dataset
CTU13 CSV Dataset contains Botnet, Normal and Background traffic
☆15Updated last year
Related projects ⓘ
Alternatives and complementary repositories for CTU13-CSV-Dataset
- IoT Attack Detection with machine learning☆18Updated 5 months ago
- Code for our submission to the WTMC 2021 workshop☆10Updated 3 years ago
- Payload-Byte is a tool for extracting and labeling packet capture (Pcap) files of modern network intrusion detection datasets.☆27Updated 4 months ago
- Development of a transfer learning system for the detection of cyber-attacks in 5G and IoT networks. Transfer learning will improve the a…☆13Updated 2 years ago
- A project using Django, sklearn and pandas to detect anomalies in network traffic using machine learning☆40Updated 2 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆28Updated last year
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆56Updated 4 years ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆12Updated 2 years ago
- heiFIP: A tool to convert network traffic into images for ML use cases☆19Updated 2 months ago
- An automatic packet crafting tool for evading learning-based NIDS☆74Updated 2 years ago
- FL-based intrusion detection system development using model averaging.☆31Updated last year
- Two staged IDS specific to IoT networks where Signature based IDS and Anomaly based IDS which is trained and classified using machine lea…☆37Updated 5 years ago
- Application of novel EC-GAN method on Network Intrusion Detection☆18Updated 2 years ago
- Using Wasserstein Generative Adversarial Network to fool intrusion detection systems (IDS) into believing that malicious traffic is norma…☆50Updated last year
- source code for USENIX Security paper xNIDS☆34Updated 2 months ago
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆31Updated 3 years ago
- Adversarial Machine Learning applications on network-based Intrusion Detection System (IDS).☆21Updated 4 years ago
- Generative adversarial networks for Network Intrusion Benchmark datasets☆29Updated 3 months ago
- An Intrusion Detection System based on Deep Belief Networks☆73Updated 2 years ago
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆16Updated 3 years ago
- A research project of anomaly detection on dataset IoT-23☆86Updated 2 months ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆40Updated 2 months ago
- Distributed intelligent malicious traffic detection system based on GAN☆17Updated 4 years ago
- ☆9Updated last year
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆20Updated 2 months ago
- Cyber Attack Detection thanks to Machine Learning Algorithms☆97Updated 4 years ago
- ☆40Updated last month
- Code for our submission to IEEE CNS 2022☆13Updated last year
- ☆42Updated 3 years ago
- Adaptive Federated Learning Approach to DDoS attack detection☆39Updated 6 months ago