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
- 计算机毕业设计Tensorflow+CNN网络入侵检测系统 实时入侵检测 卷积神经网络 网络安全 信息安全 机器学习 深度学习 人工智能 大数据毕业设计☆13Nov 13, 2024Updated last year
- 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
- 基于深度学习的webshell检测☆15May 8, 2021Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆104Nov 25, 2023Updated 2 years ago
- 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
- The Unified Multimodal NIDS Dataset Tool performs the standardization of network intrusion detection datasets by extracting comprehensive…☆16Jan 22, 2025Updated 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☆139Apr 7, 2026Updated 3 months ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆49May 17, 2020Updated 6 years ago
- DataBaseLab,XJTU 西交数据库实验☆14Jun 25, 2024Updated 2 years ago
- 基于猫眼电影数据和SVR回归器的电影票房预测系统, 包括数据爬取, 特征分析以及数据预测☆16May 16, 2020Updated 6 years ago
- 基于神经网络的流量异常检测☆151Jul 28, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆48Aug 7, 2022Updated 3 years ago
- Purposed a network traffic classification and prediction model based on CNN, TCN and Attention mechanism.☆23Nov 13, 2023Updated 2 years ago
- 基于神经网络的 PHP webshell检测器,目前有Attention与LSTM两种网络结构,以OPCODE作特征基础☆11Nov 28, 2019Updated 6 years ago
- About Flutter 仿小红书项目,个人学习demo,无后端接口全是模拟数据,因为工程量有点大,所以很多交互只预留了接口并没有写入事件,不过核心功能已实现。Flutter RedBook Clone - Personal Learning Demo☆15Jul 17, 2024Updated last year
- 基于机器学习的网络入侵检测系统☆27Aug 11, 2024Updated last year
- 西安交通大学实验报告互帮互助项目 Xi'an Jiaotong University Experimental Report Mutual Assistance Project☆20Jun 1, 2026Updated last month
- Zero day attack detection AI model based on seq2seq autoencoder☆12May 31, 2022Updated 4 years ago
- Journal Article: IEEE Access☆20Oct 23, 2023Updated 2 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
- 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.
- 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
- 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
- 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
- This is a Python tool to employ stratified sampling or treatment randomization with uneven numbers in some strata using pandas. Mainly th…☆18Jun 23, 2026Updated 2 weeks 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
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 漫画网站爬虫☆11Jan 9, 2025Updated 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
- 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
- 基于spark智慧交通车流量监控项目☆15Oct 2, 2021Updated 4 years ago