机器学习/深度学习实现入侵检测项目
☆60Mar 23, 2023Updated 2 years ago
Alternatives and similar repositories for ML-DL_IDS
Users that are interested in ML-DL_IDS are comparing it to the libraries listed below
Sorting:
- CNN网络入侵检测☆57Apr 12, 2024Updated last year
- 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 3 years ago
- 基于机器学习的入侵检测系统☆83Feb 1, 2020Updated 6 years ago
- 使用贝叶斯、神经网络、KNN进行入侵检测（KDD-CUP99）☆81Jul 1, 2020Updated 5 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%☆197Jun 2, 2019Updated 6 years ago
- 基于机器学习的DDoS入侵检测算法☆14Mar 14, 2022Updated 3 years ago
- 将联邦学习以及知识蒸馏用于搭建网络入侵检测检测模型，在NSL-KDD数据集上进行了验证。☆31Jun 29, 2023Updated 2 years ago
- ☆13Apr 6, 2023Updated 2 years ago
- 本项目提出了一种基于深度学习的室内导航方法，该方法结合了深度学习和传统的定位技术，可以提高室内导航的准确性和可靠性，为用户提供精准的导引服务。☆18Jul 10, 2024Updated last year
- 基于KNN算法的入侵检测系统☆36Aug 1, 2024Updated last year
- 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
- UCAS春季学期课程 网络空间安全态势感知 加密流量分类中间结果数据集☆24Apr 21, 2022Updated 3 years ago
- 分布式实时日志分析与入侵检测系统☆243Jan 7, 2026Updated last month
- Two staged IDS specific to IoT networks where Signature based IDS and Anomaly based IDS which is trained and classified using machine lea…☆45Jun 3, 2019Updated 6 years ago
- 这是一个基于Python的网络入侵检测与防御系统，提供实时流量分析、攻击检测、自动防御和可视化监控功能。☆64Jun 9, 2025Updated 8 months ago
- Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning, Recurrent Neural Netwo…☆20Feb 26, 2024Updated 2 years ago
- 此项目为面向有志于考取西电网安953的同学提供的，完全免费。☆99Jul 25, 2022Updated 3 years ago
- Cyber-attack classification in the network traffic database using NSL-KDD dataset☆27Sep 25, 2020Updated 5 years ago
- 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Tr…☆36Apr 7, 2024Updated last year
- 时间序列建模、混沌时间序列预测☆10Apr 24, 2023Updated 2 years ago
- CUMT 计算机科 学与技术学院 信息安全专业 网络安全课组 课程资源（2016版培养方案）☆33Dec 21, 2023Updated 2 years ago
- 使用改良的Transformer模型应用于多维时间序列的分类任务上☆11Feb 8, 2021Updated 5 years ago
- 这是一个二分类的决策树系统，用于识别一个网站是否为钓鱼网站☆13Feb 18, 2025Updated last year
- 脱敏的毕业设计——网络安全课程实验仿真系统☆13May 19, 2021Updated 4 years ago
- 时间序列预测项目，采用不同的深度学习、机器学习算法，进行时间序列预测。包含不同预测算法与预测场景☆35Mar 2, 2024Updated 2 years ago
- 针对一维时间序列数据，采用GMM和K-Means算法进行异常点检测。For one-dimensional time series data, GMM and K-means algorithm are used to detect outliers.☆11Jan 16, 2021Updated 5 years ago
- ☆11Feb 14, 2023Updated 3 years ago
- 定义了网络流量数据的分布外数据类型，其次介绍了两个检测方法使用到的知识或技术，并利用这些技术知识设计了基于两种检测方法的分布外异常检测系统。☆10Sep 26, 2023Updated 2 years ago
- ☆14Apr 1, 2025Updated 11 months 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
- The PyTorch implementation of DSM (EMNLP 2022).☆10Mar 26, 2024Updated last year
- Integrating CNN-LSTM Networks with Statistical Filtering Techniques for Optimizing IoT Intrusion Detection☆13Aug 28, 2024Updated last year
- 基于Django的网络安全事件应急响应与处置系统☆13Feb 11, 2025Updated last year
- 西安交通大学 本科生课程 电子系统设计专题实验 直流稳压电源PCB板设计与51C单片机实验☆20Jan 5, 2023Updated 3 years ago
- The goal of this repository is to help introductory programming students understand objects, inheritance, polymorphism and compiling java…☆33Apr 1, 2022Updated 3 years ago
- angular5+ant design+ng-alain校园网入侵检测系统☆11Jun 2, 2022Updated 3 years ago
- A Pytorch implementation of a proof-of-concept Intrusion Detection and Prevention system☆11Oct 1, 2019Updated 6 years ago
- Code for our SIGIR 2022 paper. CONVINSE is a framework for conversational question answering (ConvQA) over heterogeneous information sour…☆12Oct 4, 2023Updated 2 years ago
- Scalable Representation of RSSIs for Multi-Building and Multi-Floor Indoor Localization Based on Deep Neural Networks☆12Sep 15, 2022Updated 3 years ago