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
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
- 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
- [CAC2023] Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic Segmentation☆11Nov 28, 2024Updated last year
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆36Mar 3, 2023Updated 3 years ago
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆31Dec 26, 2019Updated 6 years ago
- ☆18Jul 17, 2025Updated 7 months ago
- A generative deep learning model based on GAN architecture was implemented to generate synthetic network data (benign and malicious) alik…☆10Oct 23, 2021Updated 4 years ago
- This repository contains an in-depth analysis of the Intrusion Detection Evaluation Dataset (CIC-IDS2017) for Intrusion Detection, showca…☆108Oct 19, 2023Updated 2 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
- Payload-Byte is a tool for extracting and labeling packet capture (Pcap) files of modern network intrusion detection datasets.☆49Jul 12, 2024Updated last year
- 基于强化学习的异构感知高能效联邦学习调度系统☆14Apr 13, 2024Updated last year
- Another Wheel to parse json☆11Mar 13, 2020Updated 5 years ago
- ☆11Oct 7, 2023Updated 2 years ago
- ROSE: Robust Online Self-Adjusting Ensemble for Continual Learning from Imbalanced Drifting Data Streams☆10Jun 24, 2024Updated last year
- ☆14Feb 26, 2025Updated last year
- Code for the paper "Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection"☆11Aug 7, 2023Updated 2 years ago
- This is a MATLAB-SIMULINK-based model to study the effects of partial shading on PV array characteristics.☆11May 27, 2020Updated 5 years ago
- ☆13Aug 8, 2024Updated last year
- GWO☆12Nov 16, 2019Updated 6 years ago
- DuBE: Duple-balanced Ensemble Learning from Skewed Data☆11Oct 31, 2022Updated 3 years ago
- ☆16Feb 10, 2023Updated 3 years ago
- The source code of paper "Dynamic Ensemble Selection for Imbalanced Data Streams with Concept Drift"☆12May 7, 2023Updated 2 years ago
- Reinforcement Learning Algorithm for Packet Routing☆12Aug 20, 2020Updated 5 years ago
- 李慧琴《Linux 系统编程》& APUE 笔记☆18Nov 16, 2023Updated 2 years ago
- ☆44Dec 26, 2020Updated 5 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆50Sep 20, 2024Updated last year
- "CAN bus intrusion detection based on auxiliary classifier GAN and out-of-distribution detection" Code, move from github.com/leyiweb/CAN_…☆18Oct 2, 2025Updated 5 months ago
- ☆23Feb 24, 2023Updated 3 years ago
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆13Jul 10, 2024Updated last year
- Federated Learning in Network Intrusion Detection☆14Feb 22, 2023Updated 3 years ago
- the source code of the paper named as: Solar Irradiance forecasting using dynamic ensemble selection☆13Mar 24, 2022Updated 3 years ago
- NSL KDD binary classification with Transformer☆10Aug 17, 2020Updated 5 years ago
- ☆19Jan 2, 2025Updated last year
- ☆58Dec 8, 2022Updated 3 years ago
- Federated Learning (FL) experiment simulation in Python.☆22Jan 7, 2026Updated last month
- ☆18Jan 2, 2026Updated 2 months ago
- 在复杂楼层背景下,一种基于深度强化学习的目的楼层预约调度算法的多智能体电梯群控系统的研究☆13Dec 12, 2022Updated 3 years ago
- Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO☆16Feb 19, 2025Updated last year
- ☆15Apr 4, 2021Updated 4 years ago