在当前的数字时代，随着网络攻击日益复杂和频繁，网络安全成为了保障信息安全的重中之重。尤其是在网络入侵检测领域，传统的基于规则的检测方法已经难以应对日新月异的攻击技术。因此，利用深度学习技术进行网络入侵检测成为了研究的新趋势。本项目旨在开发一种基于卷积神经网络（CNN）和Transformer的网络入侵检测系统（IntrusionDetectNet），旨在提高检测速度和准确性，降低误报率，为网络安全领域提供新的解决方案。
☆38Apr 7, 2024Updated 2 years ago
Alternatives and similar repositories for IntrusionDetectNet-CNN-Transformer
Users that are interested in IntrusionDetectNet-CNN-Transformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CNN网络入侵检测☆58Apr 12, 2024Updated 2 years ago
- 使用卷积神经网络进行网络入侵检测，正确率可达99.5%☆199Jun 2, 2019Updated 7 years ago
- 机器学习作业，机器学习和深度学习方法实现入侵检测☆36Apr 19, 2022Updated 4 years ago
- 为了了解观看热门电影的用户都有哪些特征，爬取猫眼网站热门电影的评论数据进行分析：评分统计、词云、城市评论数量与平均评分、性别分析、评论数量与时间的关系。☆12Nov 14, 2019Updated 6 years ago
- ☆104Nov 25, 2023Updated 2 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.
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆205Sep 8, 2021Updated 4 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆29Sep 10, 2024Updated last year
- 用streamlit编写简易前端网页，调用高德MCP提供实时定位和天气等服务,基于LangChain编写出一个AI智能体☆134Apr 7, 2026Updated 2 months ago
- 基于神经网络的流量异常检测☆151Jul 28, 2020Updated 5 years ago
- ☆48Aug 7, 2022Updated 3 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
- Purposed a network traffic classification and prediction model based on CNN, TCN and Attention mechanism.☆23Nov 13, 2023Updated 2 years ago
- ☆10Mar 7, 2023Updated 3 years ago
- 基于机器学习的网络入侵检测系统☆27Aug 11, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 使用k-means算法实现对用户金融数据的聚类分析☆11Feb 22, 2019Updated 7 years ago
- 脱敏的毕业设计——网络安全课程实验仿真系统☆13May 19, 2021Updated 5 years ago
- The codebase for an AI-Based detection system to detect False Data Injection Attacks (FDIA) – the most sophisticated and damaging attack …☆28Aug 29, 2021Updated 4 years ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆13Dec 23, 2023Updated 2 years ago
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆18Sep 11, 2023Updated 2 years ago
- ☆19Mar 18, 2021Updated 5 years ago
- ☆17Dec 30, 2023Updated 2 years ago
- CNN+KAN architecture on MNIST (Val Acc: 96%)☆13May 4, 2024Updated 2 years ago
- 编译原理 - 简单类 C 编译器☆12Jun 11, 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.
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆16Apr 29, 2024Updated 2 years ago
- Iterative Vertebrae Segmentation - VerSe dataset☆10Apr 24, 2025Updated last year
- Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm☆92Sep 19, 2020Updated 5 years ago
- ☆17Sep 10, 2021Updated 4 years ago
- FMStudyApp 用来学习练手 Flutter 的各个组件☆18Nov 13, 2020Updated 5 years ago
- 使用卷积神经网络识别恶意软件，其特点是把文件的每个字节都当做输入☆16Oct 14, 2024Updated last year
- Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO☆17Feb 19, 2025Updated last year
- Feature coded UNSW_NB15 intrusion detection data.☆89Jan 24, 2018Updated 8 years ago
- ByteIoT: a Practical IoT Device Identification System based on Packet Length Distribution☆15Jun 10, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- a classification for N-BaloT which is a Anomaly Detection☆17May 4, 2022Updated 4 years ago
- Export the articles and reports from Google Scholar easily! (The spider structure is inspired by the Scrapy framework)☆12Nov 10, 2023Updated 2 years ago
- 基于机器学习的DDoS入侵检测算法☆14Mar 14, 2022Updated 4 years ago
- 基于联邦学习和深度残差网络的sdn入侵检测研究☆18Jun 17, 2024Updated 2 years ago
- ☆23Jul 17, 2022Updated 3 years ago
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆25Apr 1, 2025Updated last year
- This is the first part of a TDOA-system used for estimating the time differences.☆17Feb 18, 2015Updated 11 years ago