Generalizable Multi-Model Fusion for Multi-Class DoS Detection Using Cognitive Diversity and Rank-Score Analysis
Generalizable Multi-Model Fusion for Multi-Class DoS Detection Using Cognitive Diversity and Rank-Score Analysis
Evans Owusu,Mohamed Rahouti,3 Authors,C. Schweikert
2025 · DOI: 10.1145/3749374
ACM Transactions on Privacy and Security · 0 Citations
TLDR
This article proposes adopting a cutting-edge approach called Combinatorial Fusion Analysis (CFA), which leverages a recently developed framework to combine multiple ML models for improved DoS attack detection, and highlights the potential of this approach for enhancing DoS attack detection capabilities and contributing to the development of more robust defense mechanisms.
