ihab000 / cyber_attacks

cyber attacks classification ready to be deployed on IOT environment

cyber_attacks

cyber attacks classification of (BENIGN , DoS Hulk , PortScan , DDoS , DoS GoldenEye , FTP-Patator , SSH-Patator , DoS slowloris , DoS Slowhttptest , Bot , Brute Force , XSS) ready to be deployed on IOT environment

cyber_attacks.ipynb :

step by step through preprocessing and data modeling using tensorflow

test_lite.ipynb :

ready testing template on new data

weights.mapt.hdf5 :

hdf5 model weights format

weights.tflite :

tensorflow lite weights for deployment

Dataset :

cicids2017