IEEE/ICACT20230225 Slide.10        [Big Slide]       Oral Presentation
Our Goals is to find the impact of dimensional reduction on machine learning detection models. Thus, this research takes several dimensional reduction techniques in the feature engineering phase to develop a botnet detection system. In addition, an ideal combination can be found by implementing several dimensional reduction techniques and machine learning algorithms such as k-Nearest Neighbor, Decision Tree, Random Forest, Naïve Bayes, and Logistic Regression.

[Go to Next Slide]
Select Voice: