[HTML][HTML] A novel hybrid feature selection and ensemble-based machine learning approach for botnet detection

MA Hossain, MS Islam - Scientific Reports, 2023 - nature.com
In the age of sophisticated cyber threats, botnet detection remains a crucial yet complex
security challenge. Existing detection systems are continually outmaneuvered by the …

From Bytes to Insights: A Systematic Literature Review on Unraveling IDS Datasets for Enhanced Cybersecurity Understanding

A Khanan, YA Mohamed, AH Mohamed… - IEEE Access, 2024 - ieeexplore.ieee.org
In the wake of the expanding digital realm, the imperative for robust cybersecurity measures
has burgeoned significantly. This extensive investigation digs into the complicated realm of …

Cyber-Attacks and Anomaly detection on CICIDS-2017 dataset using ER-VEC

RS Jha, K Ojha, A Mishra, R Mishra… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
Securing a network the preliminary defense mechanisms of applied Security Compliance
along with IDS (Intrusion Detection System) and IPS (Intrusion Prevention System) that are …