The proposed hybrid IDS is tested on two public network datasets, the CSE-CIC-IDS2018 and the TON IoT datasets, representing internal and external network traffic data. Various measures, such as accuracy, detection rates, false alarm rates, F1 scores, and model execution time, are used to assess the model's feasibility, efficacy, and efficiency.…
☆15May 18, 2022Updated 4 years ago
Alternatives and similar repositories for Hybrid-IDS_CICIDS2018
Users that are interested in Hybrid-IDS_CICIDS2018 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Network Traffic Classification with Graph Neural Networks☆14Nov 4, 2023Updated 3 years ago
- This project aims to identify and classify the anomalies captured in network traffic using different machine learning strategies. After t…☆14Jul 14, 2022Updated 4 years ago
- Intrusion Detection System (Classifier) Using CIC IDS 2017 Datasets☆14Apr 25, 2021Updated 5 years ago
- Helios: Learning and Adaptation of Matching Rules for Continual In-Network Malicious Traffic Detection, WWW 2025☆14May 4, 2025Updated last year
- Code for our submission to the WTMC 2021 workshop☆19Jul 14, 2021Updated 5 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.
- Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO☆17Feb 19, 2025Updated last year
- ☆25Nov 9, 2020Updated 6 years ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆25Nov 16, 2023Updated 2 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆50May 17, 2020Updated 6 years ago
- Generate synthetic network attack packet flows using generative adversarial networks.☆32Dec 5, 2020Updated 5 years ago
- This repository consists of python codes that performs attack classification based on the KDD and CIDDS dataset using CNN, LSTM-RNN and H…☆23Jun 26, 2023Updated 3 years ago
- This is the implementation of the thesis for the Computer Science Master from the Technical University of Denmark (DTU).☆10Apr 21, 2021Updated 5 years ago
- Based on the CICIDS2017 dataset and Pytorch platform☆30May 8, 2019Updated 7 years ago
- Official implementation of "Continual Learning by Modeling Intra-Class Variation" (MOCA). [TMLR 2023]☆16Mar 3, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆39Aug 8, 2020Updated 6 years ago
- LSTM GRU with exact backpropagation derivation and implementation☆13Nov 27, 2017Updated 8 years ago
- 论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码☆33Apr 8, 2022Updated 4 years ago
- via->yolo, yolo->via☆16Aug 4, 2025Updated last year
- ☆11Apr 7, 2026Updated 7 months ago
- CNN-LSTM-attention☆10Jan 6, 2021Updated 5 years ago
- Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGB…☆36Nov 10, 2022Updated 4 years ago
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆11Jul 11, 2023Updated 3 years ago
- Paper "Optimization of Convolutional Neural Network Using the Linearly Decreasing Weight Particle Swarm Optimization" Program☆11Mar 9, 2022Updated 4 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.
- 🕵️ IDS with accuracy rates of 94.4% for misuse detection and 99.0% for anomaly detection☆15Dec 30, 2023Updated 2 years ago
- Detecting Mode of Transport with the aim of Deep Learning on Geolife Dataset☆19Aug 9, 2022Updated 4 years ago
- This Repository contains the code to detect intrusions inside a network. The Intrusion detection system uses anomaly based method to dete…☆10Jul 9, 2018Updated 8 years ago
- The project aims to analyse different types of attacks using the Bot-IoT dataset and also apply & compare different classification algori…☆13Oct 19, 2021Updated 5 years ago
- ☆11Dec 16, 2021Updated 4 years ago
- Implementation of Graph Convolutional Networks in TensorFlow☆12Jun 12, 2017Updated 9 years ago
- AI Computing System(professional elective in the 6th semester in NKUCS) programming assignments on Cambricon. The course is a combination…☆15Jul 10, 2022Updated 4 years ago
- Tamarin models for Bluetooth secure pairing protocols: Passkey Entry (PE) and Numeric comparison (NC)☆11May 3, 2024Updated 2 years ago
- Depend on the GPS trajectory dataset, We do location recommendation and user recommendation.☆17Nov 8, 2018Updated 8 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- classification for intrusion detection☆10Nov 12, 2018Updated 8 years ago
- An implementation of Gated Recurrent Unit☆15May 6, 2019Updated 7 years ago
- a classification for N-BaloT which is a Anomaly Detection☆17May 4, 2022Updated 4 years ago
- Simple access control list for python.☆15Apr 13, 2011Updated 15 years ago
- ☆13Aug 20, 2023Updated 3 years ago
- User Communities with Machine Learning☆15Sep 29, 2021Updated 5 years ago
- The original Protocol-oblivious Forwarding (POF) switch by Huawei☆10Sep 1, 2016Updated 10 years ago
Are these results useful?