The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.
☆66Aug 14, 2020Updated 5 years ago
Alternatives and similar repositories for cicids2017-ml
Users that are interested in cicids2017-ml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CICIDS2017 dataset☆71Jan 4, 2022Updated 4 years ago
- Intrusion Detection System (Classifier) Using CIC IDS 2017 Datasets☆14Apr 25, 2021Updated 5 years ago
- EBSNN: Extended Byte Segment Neural Network for Network Traffic Classification☆18Jul 28, 2021Updated 4 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆42Jun 15, 2020Updated 6 years ago
- Encrypted botnet traffic generator☆11Jan 26, 2016Updated 10 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆80May 28, 2026Updated last month
- Hexo Blog☆10Feb 7, 2025Updated last year
- A distributed Oracle system for IoT data☆11Apr 12, 2023Updated 3 years ago
- ☆43Dec 26, 2020Updated 5 years ago
- 论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码☆33Apr 8, 2022Updated 4 years ago
- web安全机器学习入门☆13Jan 9, 2019Updated 7 years ago
- CTU13 CSV Dataset contains Botnet, Normal and Background traffic☆21Feb 2, 2023Updated 3 years ago
- source code for USENIX Security paper xNIDS☆61Aug 27, 2024Updated last year
- 数据清洗与合并 Data Cleaning and Merging ; 机器学习模型 Machine Learning Models； 深度学习模型 Deep Learning Models ；PCA, t-SNE分析 PCA, t-SNE Analysis； 数据，结…☆19Jun 18, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆49May 17, 2020Updated 6 years ago
- Journal Article: IEEE Access☆20Oct 23, 2023Updated 2 years ago
- Baseline experiments on training a Decision Tree Classifier and a Random Forest Classifier using Grid Search with Cross Validation on the…☆54Jun 3, 2022Updated 4 years ago
- Journal Article: Telematics and Informatics Reports☆15Jun 18, 2023Updated 3 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
- Smart Contracts for decentralized access control for IoT data using Blockchain and trusted oracles☆11Apr 14, 2019Updated 7 years ago
- This is a Python version of CICFlowmeter-V4.0.☆18Mar 12, 2024Updated 2 years ago
- ☆19Feb 28, 2025Updated last year
- Machine learning model for detecting DDoS attacks, CIC-DDoS2019 dataset☆26Nov 25, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for our submission to the WTMC 2021 workshop☆18Jul 14, 2021Updated 5 years ago
- Machine Learning-based Intrusion Detection System (IDS) tailored for resource-constrained networks☆20Jun 4, 2025Updated last year
- CSE-CIC-IDS-2018 analyze with Random Forest☆32Apr 4, 2021Updated 5 years ago
- 实现一个自己的小语言模型☆11Jun 15, 2024Updated 2 years ago
- Code for Mateen: Adaptive Ensemble Learning for Network Anomaly Detection☆20Feb 27, 2025Updated last year
- Dueling Double Deep Q Network with Prioritized Experience Replay Memory☆10Aug 19, 2022Updated 3 years ago
- Long Short-term Memory, Recurrent Neural Network method was used to detect the DDoS attack☆11Aug 12, 2021Updated 4 years ago
- KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks (ICML2025)☆20May 22, 2025Updated last year
- ☆34Dec 18, 2021Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- This is a function for estimating the floating point operations (FLOPS) of deep learning models developed with keras.☆52May 16, 2022Updated 4 years ago
- A SDN project to implement moving target defense☆11Nov 21, 2014Updated 11 years ago
- Deep learning models for network intrusion detection☆40Mar 24, 2023Updated 3 years ago
- Adversarially Learned Inference implemented with Keras2☆12Aug 1, 2019Updated 6 years ago
- A machine learning based Intrusion Detection System☆173Dec 11, 2019Updated 6 years ago
- Packet Representation Learning for Traffic Classification☆35Dec 19, 2024Updated last year
- Cython/Python bindings of E2LSH by Andoni and Symmetric LSH for MIPS by Neyshabur☆15Feb 10, 2016Updated 10 years ago