The design of this classifier was inspired by DeepDefense: Identifying DDoS Attack via Deep Learning paper.
The CSV extract of the dataset can be found here.
Run the brnn_classifier.ipynb
notebook.
DDoS attack detection using BLSTM based RNN
License: MIT License
The design of this classifier was inspired by DeepDefense: Identifying DDoS Attack via Deep Learning paper.
The CSV extract of the dataset can be found here.
Run the brnn_classifier.ipynb
notebook.
I am getting the same problem. Have you got any solution yet?
HI, can I have you mail? I need your help.
Sorry, I am a newbie and would like to ask you why this code in:
features = len(X[0])
samples = X.shape[0]
train_len = 25
input_len = samples - train_len
I = np.zeros((samples - train_len, train_len, features))
for i in range(input_len):
temp = np.zeros((train_len, features))
for j in range(i, i + train_len - 1):
temp[j-i] = X[j]
I[i] = temp
Is there any basis for doing this, but if I use X_train = np.reshape(X, (X.shape[0],X.shape[1],1)) is this okay, but if I do this, the result is not very good.
while running line number 65
history = model.fit(X_train, Y_train, epochs = 40,validation_split=0.2, verbose = 1)
it showing the following error : -
ValueError: Failed to convert a NumPy array to a Tensor (Unsupported object type int).
Please help !
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.