Venue: CDAC Technopark
Required packages - Ubuntu 14.04
sudo apt-get install libatlas-base-dev gfortran python-dev
sudo apt-get install python-pip
sudo pip install --upgrade pip
sudo pip install numpy
sudo pip install scipy
sudo pip install matplotlib
Sudo pip install seaborn
sudo pip install scikit-learn
sudo pip install tensorflow
sudo pip install keras
sudo pip install pandas
sudo pip install h5py
sudo pip install jupyter
sudo pip install ipython
sudo pip install bhtsne
sudo pip install plotly
sudo pip install scikit-plot
sudo pip install pyleargist
The related publications for each use case is avilable here
dns based botnet detection https://link.springer.com/chapter/10.1007/978-981-10-8476-8_6
intrusion detection
https://ieeexplore.ieee.org/abstract/document/8681044/
image spam detection
https://arxiv.org/abs/1810.03977
spoofing detection https://www.sciencedirect.com/science/article/pii/S2405959519300025
malicious url detection https://ieeexplore.ieee.org/abstract/document/8494159/
malicious domain detection https://ieeexplore.ieee.org/abstract/document/8424657/