deep_learn_ids icon indicating copy to clipboard operation
deep_learn_ids copied to clipboard

Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow

Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow

##Example output:

alt text alt text

alt text

Please cite below works if you find it useful:

Akgun, Devrim, Selman Hizal, and Unal Cavusoglu. "A new DDoS attacks intrusion detection model based on deep learning for cybersecurity." Computers & Security 118 (2022): 102748

Hizal, Selman, Ünal ÇAVUŞOĞLU, and Devrim AKGÜN. "A New Deep Learning Based Intrusion Detection System for Cloud Security." 2021 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA). IEEE, 2021