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。
☆36Apr 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 6 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆103Nov 25, 2023Updated 2 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
- 本项目基于findWebshell工具进行进一步开发,引入机器学习检测模型,最终形成webshellHunter这款检测系统。(P.S.非纯原创,规则匹配部分保留了全部findWebshell功能,主要引入随机森林分类器)☆20Jan 29, 2022Updated 4 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆49May 17, 2020Updated 5 years ago
- DataBaseLab,XJTU 西交数据库实验☆12Jun 25, 2024Updated last year
- 基于神经网络的流量异常检测☆153Jul 28, 2020Updated 5 years ago
- Intrusion Detection System, IDS,Cyberattack Detection,Pytorch,Transformer☆11Oct 17, 2022Updated 3 years ago
- ☆48Aug 7, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- 基于CNN+LSTM时空神经网络的在线流量分类模型☆16Jul 7, 2022Updated 3 years ago
- ☆10Mar 7, 2023Updated 3 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☆14Jul 17, 2024Updated last year
- False Data Injection Attack Detection in Smart Grid☆24Feb 7, 2023Updated 3 years ago
- 基于机器学习的网络入侵检测系统☆26Aug 11, 2024Updated last year
- Zero day attack detection AI model based on seq2seq autoencoder☆12May 31, 2022Updated 3 years ago
- 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆14Dec 23, 2023Updated 2 years ago
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆18Sep 11, 2023Updated 2 years ago
- CNN+KAN architecture on MNIST (Val Acc: 96%)☆13May 4, 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…☆18Apr 20, 2026Updated 2 weeks ago
- FMStudyApp 用来学习练手 Flutter 的各个组件☆18Nov 13, 2020Updated 5 years ago
- Feature coded UNSW_NB15 intrusion detection data.☆90Jan 24, 2018Updated 8 years ago
- ByteIoT: a Practical IoT Device Identification System based on Packet Length Distribution☆15Jun 10, 2022Updated 3 years ago
- 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
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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 last year
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆25Apr 1, 2025Updated last year
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆205Apr 20, 2026Updated 2 weeks ago
- Unsupervised Deep Learning for Temporal Multi-Omics☆25Mar 12, 2019Updated 7 years ago
- This is the first part of a TDOA-system used for estimating the time differences.☆17Feb 18, 2015Updated 11 years ago
- ☆30Mar 8, 2025Updated last year