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☆12Nov 4, 2023Updated 2 years ago
- Code for our submission to the WTMC 2021 workshop☆16Jul 14, 2021Updated 4 years ago
- Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO☆17Feb 19, 2025Updated last year
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆26Nov 16, 2023Updated 2 years ago
- ☆24Nov 9, 2020Updated 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.
- Generate synthetic network attack packet flows using generative adversarial networks.☆31Dec 5, 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
- ☆11Apr 7, 2026Updated 2 months ago
- Based on the CICIDS2017 dataset and Pytorch platform☆30May 8, 2019Updated 7 years ago
- LSTM GRU with exact backpropagation derivation and implementation☆13Nov 27, 2017Updated 8 years ago
- ☆14Sep 23, 2024Updated last year
- RBLJAN: Robust Byte-Label Joint Attention Network for Network Traffic Classification☆15Oct 17, 2024Updated last year
- ☆19Jan 2, 2026Updated 5 months ago
- Access Control List for Tornado (or just plain Python)☆29Sep 4, 2012Updated 13 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 2025,全网最全的夏令营通知☆14Sep 24, 2025Updated 8 months ago
- Paper "Optimization of Convolutional Neural Network Using the Linearly Decreasing Weight Particle Swarm Optimization" Program☆11Mar 9, 2022Updated 4 years ago
- Next–Generation Intrusion Detection for IoT EVCS: Integrating CNN, LSTM, and GRU Models☆19Feb 19, 2025Updated last year
- a classification for N-BaloT which is a Anomaly Detection☆17May 4, 2022Updated 4 years ago
- Implementation of Graph Convolutional Networks in TensorFlow☆12Jun 12, 2017Updated 8 years ago
- ☆10Mar 11, 2023Updated 3 years ago
- ☆11Dec 16, 2021Updated 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 2 years ago
- Snort/Suricata DAQ module with DPDK patch☆11Apr 10, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- An automated smart contract vulnerability repair tool☆12Aug 15, 2023Updated 2 years ago
- I have tried some of the machine learning and deep learning algorithm for IDS 2017 dataset. The link for the dataset is here: http://www.…☆40Sep 27, 2018Updated 7 years ago
- An implementation of Gated Recurrent Unit☆15May 6, 2019Updated 7 years ago
- A deep learning based intrusion detection system using CSE-CIC-IDS2018 dataset.☆13Apr 16, 2020Updated 6 years ago
- Integrating CNN-LSTM Networks with Statistical Filtering Techniques for Optimizing IoT Intrusion Detection☆15Aug 28, 2024Updated last year
- AI Computing System(professional elective in the 6th semester in NKUCS) programming assignments on Cambricon. The course is a combination…☆15Jul 10, 2022Updated 3 years ago
- 2025年电子信息类(电子信息工程、通信工程、集成电路、光电工程等)夏令营和预推免通知☆25Sep 24, 2025Updated 8 months ago
- Application of novel EC-GAN method on Network Intrusion Detection☆25Dec 24, 2021Updated 4 years ago
- This is a code reproduction for the paper titled "N-BaIoT—Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders"☆14Apr 22, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 编译原理C语言LL1语法分析器的简单实现☆12Aug 31, 2020Updated 5 years ago
- The code of flow-by-flow network traffic prediction.☆15Aug 14, 2022Updated 3 years ago
- ☆15Dec 10, 2023Updated 2 years ago
- Towards an Explainable Artificial Intelligence Framework for Enhancing Explainability in Network Intrusion Detection Systems☆22Nov 30, 2024Updated last year
- Journal Article: Telematics and Informatics Reports☆14Jun 18, 2023Updated 2 years ago
- ☆21May 1, 2024Updated 2 years ago
- A dataset of network topology, including the nodes/edges features and traffic matrices.☆22Aug 15, 2023Updated 2 years ago