Wanggag / IDS
机器学习作业,机器学习和深度学习方法实现入侵检测
☆37Updated 3 years ago
Alternatives and similar repositories for IDS:
Users that are interested in IDS are comparing it to the libraries listed below
- CNN网络入侵检测☆55Updated last year
- 机器学习/深度学习实现入侵检测项目☆54Updated 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%☆183Updated 5 years ago
- 基于机器学习的DDoS入侵检测算法☆14Updated 3 years ago
- 基于机器学习的入侵检测系统☆75Updated 5 years ago
- 使用贝叶斯、神经网络、KNN进行入侵检测(KDD-CUP99)☆83Updated 4 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…☆21Updated 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☆76Updated last year
- 基于神经网络的流量异常检测☆128Updated 4 years ago
- ☆14Updated 2 years ago
- 使用机器学习的恶意加密流量识别系统☆44Updated last year
- 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
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆108Updated 2 years ago
- 基于动态图神经网络的异常流量检测方法☆41Updated last year
- ☆150Updated 2 years ago
- An Intrusion Detection System based on Deep Belief Networks☆83Updated 2 years ago
- 基于 CNN + LSTM 的网络流量检测☆20Updated 2 years ago
- Intrusion detection system using CNN and RNN☆24Updated 5 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 4 years ago
- 论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码☆26Updated 3 years ago
- 基于KNN算法的入侵检测系统☆39Updated 8 months ago
- Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.☆15Updated last year
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆34Updated 4 years ago
- 利用强化学习方法 DQN 生成基于机器学习的恶意流量检测模型☆27Updated 3 years ago
- Journal Article: Telematics and Informatics Reports☆11Updated last year
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆68Updated 4 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆87Updated last year
- 这是一个封装了KDDCup99、NSL-KDD、UNSW-NB15等入侵监测数据集的Python包。☆46Updated 4 years ago
- Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow☆22Updated last year