Replication of Jay Sinha's Efficient Deep CNN-BiLSTM model for network intrusion detection using NSL-KDD and UNSW-NB15 datasets to understand the research process, model training, accuracy evaluation, and research paper writing.
☆17Aug 25, 2024Updated last year
Alternatives and similar repositories for CNN-BiLSTM-Network-Intrusion-Detection-Replication
Users that are interested in CNN-BiLSTM-Network-Intrusion-Detection-Replication are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- the DL methods used are : DNN, CNN, LSTM, GRU, CNN-LSTM, CNN-GRU, CNN-BiLSTM, CNN-BiGRU, the dataset used is : imbalanced NSL-KDD (KDDTra…☆48Sep 24, 2022Updated 3 years ago
- The Unified Multimodal NIDS Dataset Tool performs the standardization of network intrusion detection datasets by extracting comprehensive…☆16Jan 22, 2025Updated last year
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆42Jun 15, 2020Updated 5 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆207Apr 20, 2026Updated last month
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆16May 29, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆124Oct 25, 2022Updated 3 years ago
- Named Entity Recognition with Bidirectional LSTM-CNNs☆13Sep 26, 2017Updated 8 years ago
- This repository contains a notebook implementing an autoencoder based approach for intrusion detection, the full documentation of the stu…☆31Feb 20, 2019Updated 7 years ago
- DuBE: Duple-balanced Ensemble Learning from Skewed Data☆10Oct 31, 2022Updated 3 years ago
- This repository contains an in-depth analysis of the Intrusion Detection Evaluation Dataset (CIC-IDS2017) for Intrusion Detection, showca…☆133Oct 19, 2023Updated 2 years ago
- ROSE: Robust Online Self-Adjusting Ensemble for Continual Learning from Imbalanced Drifting Data Streams☆10Jun 24, 2024Updated last year
- Development of a transfer learning system for the detection of cyber-attacks in 5G and IoT networks. Transfer learning will improve the a…☆17Jul 20, 2022Updated 3 years ago
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆32Dec 26, 2019Updated 6 years ago
- ⼀个有潜⼒的⽹络⼊侵检测算法，引⼊了乘法注意⼒机制将其融合到 CNN 的分类模型中，在KDD99和UNSM-NB15数据集进行模型的训练结果优于一般机器学习方法和CNN。A promising network intrusion detection algorithm is…☆13Mar 5, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆14Jul 10, 2024Updated last year
- Anomaly IDS using a one-class autoencoder.☆11Oct 31, 2019Updated 6 years ago
- GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets☆31Feb 23, 2026Updated 3 months ago
- Network Intrusion Detection System(Abnormal Detection)☆11Jun 14, 2020Updated 5 years ago
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆61Feb 28, 2023Updated 3 years ago
- ACwing算法基础课笔记☆11May 15, 2023Updated 3 years ago
- This repository is a proof of concept of algorithms described in T-DFNN: An Incremental Learning Algorithm for Intrusion Detection System…☆17Aug 27, 2022Updated 3 years ago
- ☆12Dec 14, 2021Updated 4 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆38Mar 3, 2023Updated 3 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.
- Deep Learning based Intrusion Detection on NSL-KDD Dataset☆14Aug 24, 2019Updated 6 years ago
- Template for Compose KMP project☆15Nov 25, 2023Updated 2 years ago
- ☆15Feb 15, 2023Updated 3 years ago
- ☆43Dec 26, 2020Updated 5 years ago
- the source code of the paper named as: Solar Irradiance forecasting using dynamic ensemble selection☆14Mar 24, 2022Updated 4 years ago
- ☆28Dec 17, 2024Updated last year
- MATMTDC is a free open source Matlab based program for performing dynamic analysis of AC/DC hybrid power systems. It is inspired by MatPo…☆12May 4, 2021Updated 5 years ago
- ☆11Oct 7, 2023Updated 2 years ago
- ☆58Dec 8, 2022Updated 3 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.
- ☆20Feb 28, 2025Updated last year
- A sampling SVDD algorithm for large datasets.☆17Jun 20, 2016Updated 9 years ago
- Another Wheel to parse json☆11Mar 13, 2020Updated 6 years ago
- ☆15Apr 4, 2021Updated 5 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆18Apr 8, 2020Updated 6 years ago
- ☆41Jan 24, 2025Updated last year
- Code accompanying the papers "Online learning for robust voltage control under uncertain grid topology" (IEEE Transaction on Smart Grid, …☆26Nov 15, 2024Updated last year