NUAA-YANG / CNN
CNN网络入侵检测
☆50Updated 11 months ago
Alternatives and similar repositories for CNN:
Users that are interested in CNN are comparing it to the libraries listed below
- 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…☆20Updated 11 months ago
- 机器学习作业,机器学习和深度学习方法实现入侵检测☆37Updated 2 years ago
- 机器学习/深度学习实现入侵检测项目☆51Updated 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%☆181Updated 5 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆108Updated 2 years ago
- 使用贝叶斯、神经网络、KNN进行入侵检测(KDD-CUP99)☆83Updated 4 years ago
- ☆14Updated last year
- 基于机器学习的入侵检测系统☆74Updated 5 years ago
- 基于神经网络的流量异常检测☆126Updated 4 years ago
- Intrusion detection system using CNN and RNN☆22Updated 5 years ago
- An Intrusion Detection System based on Deep Belief Networks☆81Updated 2 years ago
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).入侵检测领域的相关论文复现/适配本地PC后的代码.☆26Updated 3 years ago
- ☆40Updated 2 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆68Updated 4 years ago
- 基于机器学习的DDoS入侵检测算法☆14Updated 3 years ago
- Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow☆22Updated last year
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆45Updated 9 months ago
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆10Updated 8 months ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 4 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆85Updated last year
- 使用机器学习的恶意加密流量识别系统☆40Updated last year
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆53Updated 5 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆33Updated 4 years ago
- ☆145Updated last year
- 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…☆9Updated last year
- Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.☆15Updated last year
- pytorch实现基于web的pcap文件恶意流量检测以及深度学习算法☆72Updated last year
- Journal Article: Telematics and Informatics Reports☆11Updated last year
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆33Updated 5 years ago
- A Deep Learning approach toward creating a NIDS using python☆26Updated last year