dwday / deep_learn_ids Public

Notifications You must be signed in to change notification settings
Fork 2
Star 14

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

14 stars 2 forks Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
images		images
models		models
LICENSE		LICENSE
README.md		README.md
ids_detect.py		ids_detect.py

Repository files navigation

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

##Example output:

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

About

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

ddos deep-learning tensorflow keras cnn lstm ddos-attacks intrusion-detection-system dense conv1d

Report repository

Releases

No releases published

Packages

No packages published

Languages

Python 100.0%