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:
- This project aims to identify and classify the anomalies captured in network traffic using different machine learning strategies. After t…☆13Jul 14, 2022Updated 3 years ago
- Network Traffic Classification with Graph Neural Networks☆12Nov 4, 2023Updated 2 years ago
- Code for our submission to the WTMC 2021 workshop☆15Jul 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
- 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.
- ☆24Nov 9, 2020Updated 5 years ago
- Generate synthetic network attack packet flows using generative adversarial networks.☆30Dec 5, 2020Updated 5 years ago
- Official implementation of "Continual Learning by Modeling Intra-Class Variation" (MOCA). [TMLR 2023]☆16Mar 3, 2023Updated 3 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 last month
- Based on the CICIDS2017 dataset and Pytorch platform☆30May 8, 2019Updated 7 years ago
- CNN-LSTM-attention☆10Jan 6, 2021Updated 5 years ago
- LSTM GRU with exact backpropagation derivation and implementation☆13Nov 27, 2017Updated 8 years ago
- User Communities with Machine Learning☆15Sep 29, 2021Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆14Sep 23, 2024Updated last year
- A computer vision project using YOLO-based object detection models to classify and analyze student behaviors in classroom settings. This …☆20Apr 17, 2026Updated last month
- RBLJAN: Robust Byte-Label Joint Attention Network for Network Traffic Classification☆15Oct 17, 2024Updated last year
- ☆18Jan 2, 2026Updated 4 months ago
- Access Control List for Tornado (or just plain Python)☆29Sep 4, 2012Updated 13 years ago
- 2025,全网最全的夏令营通知☆14Sep 24, 2025Updated 7 months ago
- Paper "Optimization of Convolutional Neural Network Using the Linearly Decreasing Weight Particle Swarm Optimization" Program☆11Mar 9, 2022Updated 4 years ago
- Depend on the GPS trajectory dataset, We do location recommendation and user recommendation.☆17Nov 8, 2018Updated 7 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 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 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
- 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
- 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.
- AI Computing System(professional elective in the 6th semester in NKUCS) programming assignments on Cambricon. The course is a combination…☆14Jul 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☆24Sep 24, 2025Updated 7 months ago
- Student Classroom Behavior Detection System(学生课堂行为检测系统)☆33Jul 11, 2024Updated last year
- 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
- The code of flow-by-flow network traffic prediction.☆15Aug 14, 2022Updated 3 years ago
- ☆11May 14, 2020Updated 6 years ago