eliesgherbi / Deep-Learning-4-IDSView external linksLinks
Modern and future vehicles are complex cyber-physical sys-tems. The connection to their outside environment raises many securityproblems that impact our safety directly. In this work, we propose a DeepCAN intrusion detection system framework. We propose a multivariatetime series representation for asynchronous CAN data. This represen-tat…
☆19Mar 11, 2021Updated 4 years ago
Alternatives and similar repositories for Deep-Learning-4-IDS
Users that are interested in Deep-Learning-4-IDS are comparing it to the libraries listed below
Sorting:
- ☆16Jul 15, 2022Updated 3 years ago
- ☆16Dec 29, 2022Updated 3 years ago
- An intelligent classifier based Intrusion Detection System for IoV’s based on Neural Networks like optimized CNN, transfer learning and e…☆18May 19, 2022Updated 3 years ago
- Code for the paper "Detecting In-vehicle Intrusion via Semi-supervised Learning-based Convolutional Adversarial Autoencoders"☆45Sep 14, 2022Updated 3 years ago
- Reproduction of "Sliding Window Optimized Information Entropy Analysis Method for Intrusion Detection on In-Vehicle Networks"☆13May 30, 2021Updated 4 years ago
- CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level☆19Jun 19, 2025Updated 7 months ago
- This repository contains the code for paper, ''Cyber-Physical Intrusion Detection System for Unmanned Aerial Vehicles,” in IEEE Transacti…☆12Feb 25, 2024Updated last year
- An intrusion detection system prototype for attacks on automobile CAN buses.☆22Oct 13, 2020Updated 5 years ago
- Fast API Endpoint!. This project examines, analyses the malware statically & dynamically using conventional strategies and also apply mac…☆10Apr 10, 2023Updated 2 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆198Apr 21, 2023Updated 2 years ago
- Code Snippet used to convert CSV dataset into Images in IEEE Published Article: IoT DoS and DDoS Attack Detection using ResNet☆14Aug 21, 2021Updated 4 years ago
- This study proposes a two- level classification technique for the anomaly detection-based IDS architecture for fog-edge sides. Targeted f…☆14Dec 11, 2022Updated 3 years ago
- Anomaly Detection using PCA and BiGAN☆14Sep 27, 2020Updated 5 years ago
- Anomaly detection in CANBus traffic with LSTM and Autoencoders. Idea borrowed from publications such as: https://ieeexplore.ieee.org/docu…☆18Jan 8, 2021Updated 5 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆88Dec 27, 2023Updated 2 years ago
- 该项目主要功能为对受到成像设备及环境噪声干扰影响导致图像模糊及产生噪声干扰的图片进行修复。项目创建一个搭载在网页端的图像修复系统,用户将需要修复的图像上传到系统,系统经过处理后向用户输出修复的图片。项目基于CNN卷积神经网络,使用大量的数据集进行训练,从而优化处理能力,最终…☆14Jan 11, 2024Updated 2 years ago
- ☆10Dec 8, 2023Updated 2 years ago
- Code for the case study presented in "Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Sys…☆27Apr 9, 2021Updated 4 years ago
- Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from T…☆41Apr 17, 2025Updated 9 months ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆33Dec 18, 2022Updated 3 years ago
- This project optimizes EV charging station placement and capacity using MATLAB. It calculates optimal locations based on voltage stabilit…☆16Oct 10, 2024Updated last year
- Convolutional Neural Network (CNN) was trained on 48x48 pixel grayscale images to predict 5 different emotions from images. Ten different…☆11Sep 21, 2022Updated 3 years ago
- pix2pix and Cycle GAN architectures for image style transfer☆13May 27, 2021Updated 4 years ago
- A multi-task learning method for multi-energy load forecasting based on synthesis correlation analysis and load participation factor☆13Aug 18, 2023Updated 2 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆38Apr 21, 2023Updated 2 years ago
- Deep learning models for network intrusion detection☆40Mar 24, 2023Updated 2 years ago
- A framework for creating and benchmarking configurable Particle Swarm Optimization, Differential Evolution and hybrid PSODE algorithms as…☆11May 6, 2021Updated 4 years ago
- ☆14Apr 1, 2025Updated 10 months ago
- ☆16May 4, 2022Updated 3 years ago
- [KBS 2025] Multi-View Contrastive Network (MVCNet) for Motor Imagery Classification☆21Aug 10, 2025Updated 6 months ago
- Undergraduate Research Project looking into Scheduling Optimization for Electric Vehicle Charging☆12Jun 7, 2013Updated 12 years ago
- RBLJAN: Robust Byte-Label Joint Attention Network for Network Traffic Classification☆14Oct 17, 2024Updated last year
- Spiking neural network simulator based on memrisor characteristics☆16Feb 3, 2026Updated last week
- Scheduling Strategy of Electric Vehicle Charging Considering Different Requirements of Power Grid and Users☆10Apr 16, 2021Updated 4 years ago
- This repository includes code for the paper "Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networ…☆14Mar 5, 2025Updated 11 months ago
- To predict the air quality index using meterological data using machine learning algorithms and LSTM(Long Short Term Memory)☆10Oct 3, 2019Updated 6 years ago
- ☆11Jan 23, 2024Updated 2 years ago
- Short-Term Probabilistic Load Forecasting at Low Aggregation Levels Using Convolutional Neural Networks☆10Sep 19, 2019Updated 6 years ago
- This is the accompanying repository to the paper: "Day-ahead net load forecasting with self-attention: dealing with meter and meta data u…☆10Jul 17, 2024Updated last year