zhangbincheng1997 / detect-lstm-model
detect malicious URL and Request (Bi-LSTM、Bi-LSTM + CNN、CNN + Bi-LSTM、CNN + Bi-LSTM + CNN)
☆59Updated 5 years ago
Alternatives and similar repositories for detect-lstm-model:
Users that are interested in detect-lstm-model are comparing it to the libraries listed below
- 用TensorFlow搭建CNN/RNN/LSTM/GRU/BiRNN/BiLSTM/BiGRU/Capsule Network等deep learning模型☆59Updated 6 years ago
- [ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection☆163Updated last year
- We use attention model for intrusion detection. The idea of Hierarchical Attention Model for Intrusion Detection comes from the applicat…☆12Updated 4 years ago
- ☆16Updated 2 years ago
- 时间序列异常检测☆52Updated 5 years ago
- Repository for the paper titled "Attention-based Bi-LSTM for Anomaly Detection on Time-Series Data"☆21Updated 3 years ago
- attention-based LSTM/Dense implemented by Keras☆297Updated 6 years ago
- KDD CUP 2021 Multi-dataset Time Series Anomaly Detection☆29Updated 3 years ago
- 由时间空间成对组成的轨迹序列，通过循环神经网络lstm，自编码器auto-encode，时空密度聚类st-dbscan做异常检测☆70Updated 5 years 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…☆39Updated 2 years ago
- Using K-NN, SVM, Bayes, LSTM, and multi-variable LSTM models on time series forecasting☆49Updated 5 years ago
- 运用孤立森林异常检测算法，过滤渗透测试和性能测试过程中产生的异常数据☆57Updated 6 years ago
- CNN with attention and CNN_LSTM_attention(pytorch)☆18Updated 5 years ago
- 基于LSTM的异常检测☆21Updated 5 years ago
- MLP_VAE, Anomaly Detection, LSTM_VAE, Multivariate Time-Series Anomaly Detection, IndRNN_VAE, Tensorflow☆120Updated 5 years ago
- 异常检测☆154Updated 6 years ago
- BiLSTM with Multi-Headed Self Attention for sentiment classification of Twitter data, implemented in Keras and PyTorch.☆27Updated 4 years ago
- 异常检测☆21Updated last year
- the extension of https://github.com/philipperemy/keras-attention-mechanism , create a new scipt to add attetion to input dimensions rath…☆77Updated 6 months ago
- ☆71Updated 4 years ago
- I have tried some of the machine learning and deep learning algorithm for IDS 2017 dataset. The link for the dataset is here: http://www.…☆39Updated 6 years ago
- 基于KNN聚类算法结合Dynamic Time Warping（动态时间调整）的时间序列分类☆58Updated 5 years ago
- Training an LSTM-based autoencoder to detect anomalies in the KDD99 network traffic dataset.☆14Updated 4 years ago
- clean data ,feature selection , svm based kdd99☆26Updated 5 years ago
- CNN-BiGRU-Attention模型☆88Updated 2 years ago
- Hierarchical Electricity-theft Behavior Recognition☆21Updated 4 years ago
- ☆26Updated 6 years ago
- Intrusion detection system with Apache Spark and deep learning☆18Updated 5 years ago
- 基于Keras的LSTM多变量时间序列预测☆23Updated 7 years ago
- ☆26Updated 5 years ago