Hybrid Firefly and Black Hole Algorithm Designed for XGBoost Tuning Problem: An Application for Intrusion Detection
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3259981
Abstract: Computer networks have touched every aspect of human life, it cannot be overstated that cyber security is of great importance and significance. Intrusion detection techniques play an important role in the field of network security,… read more here.
Keywords: intrusion detection; hole; black hole; hybrid firefly ... See more keywords
Multilevel Hybrid Firefly-Based Bayesian Classifier for Intrusion Detection in Huge Imbalanced Data
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Testing and Evaluation"
DOI: 10.1520/jte20180501
Abstract: Intrusion detection in network data is a challenging task because of the velocity of data and data imbalances associated with the domain. This article presents a scalable multilevel hybrid classifier (MLHC) model that can handle… read more here.
Keywords: multilevel hybrid; model; intrusion detection; detection ... See more keywords