In this research, we propose a DDoS detection framework that mainly consists of Gradient Boosting ... the delays using a real DDoS Dataset, show that the integration of the GBT algorithm with Apache ...

Exploratory Data Analysis (EDA): The initial phase involved a thorough exploration of the DDoS attack dataset ... decision trees for improved attack detection. XGBoost Classifier: This powerful ...

DDoS attacks work by using a "botnet", or a linkage of ... is “particularly susceptible” to a method called gradient descent algorithm, a mathematical problem-solving process.