classification-and-detection-ddosattacks
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In this repository, DDOS attacks were detected using Recurrent Neural Networks (LSTM) and Classical Machine Learning Algorithms.
Detection of DDOS attacks by comparing classical machine learning method, reinforcement learning and deep learning methods
Neural Networks and Algorithms ๐คนโโ๏ธ
- ๐บ Reinforcement Learning
- ๐บ Desicion Trees
- ๐บ Recurrent Neural Network
- ๐บ LSTM
- ๐บ Bidirectional LSTM
Desicion Tree Classifier:
Results of Networks and Algorithms ๐ฎ
Framework | Information |
---|---|
Bidirectional LSTM | 99.7 % |
SVM | 97.12 % |
Desicion Trees | 99.95 % |