gwcrepo / kdd99-classification
☆14Updated last year
Alternatives and similar repositories for kdd99-classification:
Users that are interested in kdd99-classification are comparing it to the libraries listed below
- 机器学习/深度学习实现入侵检测项目☆51Updated last year
- CNN网络入侵检测☆49Updated 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☆36Updated 2 years ago
- 使用贝叶斯、神经网络、KNN进行入侵检测(KDD-CUP99)☆81Updated 4 years ago
- 基于神经网络的流量异常检测☆126Updated 4 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆108Updated 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
- 使用卷积神经网络进行网络入侵检测,正确率可达99.5%☆178Updated 5 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆85Updated last year
- 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
- the DL methods used are : DNN, CNN, LSTM, GRU, CNN-LSTM, CNN-GRU, CNN-BiLSTM, CNN-BiGRU, the dataset used is : imbalanced NSL-KDD (KDDTra…☆42Updated 2 years ago
- 使用机器学习的恶意加密流量识别系统☆40Updated last year
- ☆144Updated last year
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆69Updated 4 years ago
- 基于机器学习的入侵检测系统☆74Updated 5 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆16Updated last year
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆33Updated 4 years ago
- DNN-Ensemble IDS is a machine learning based classification model for intrusion detection exploiting ensembles of classifiers.☆11Updated 3 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 4 years ago
- An Intrusion Detection System based on Deep Belief Networks☆80Updated 2 years ago
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆14Updated 2 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆52Updated 5 years ago
- 基于动态图神经网络的异常流量检测方法☆40Updated last year
- IDS abnormal traffic detection tensorflow☆39Updated 5 years ago
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆43Updated 4 years ago
- 这是一个封装了KDDCup99、NSL-KDD、UNSW-NB15等入侵监测数据集的Python包。☆45Updated 4 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆44Updated 6 months ago
- This platform is designed and implemented for encrypted traffic classification using deep learning☆12Updated last year