Improving IoT Botnet Attack Detection using Machine Learning: Comparative Analysis of Feature Selection Methods and Classifiers in Intrusion Detection Systems

G Rathod, V Sabnis, JK Jain - 2024 3rd International …, 2024 - ieeexplore.ieee.org
The rising threat of IoT botnet attacks poses a significant cybersecurity challenge,
demanding robust detection mechanisms. This study focuses on optimizing the detection of …

Optimizing Feature Selection in Intrusion Detection Using Fisher Score Algorithm: An Analytical Study

G Rathod, V Sabnis, JK Jain - 2024 - researchsquare.com
Traditional intrusion detection methods often fail to meet the unique security requirements of
IoT applications, raising serious security concerns due to the rapid expansion of the Internet …