Semi-supervised Classification of Malware Families Under Extreme Class
Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic
Model Selection

Semi-supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection

12 September 2023

Manish Bhattarai

Charles K. Nicholas

Boian S. Alexandrov

Papers citing "Semi-supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection"

5 / 5 papers shown

Title
Matrix Factorization for Inferring Associations and Missing Links Ryan Barron Maksim E. Eren Duc P. Truong Cynthia Matuszek James Wendelberger Mary F. Dorn Boian S. Alexandrov 53 0 0 06 Mar 2025
Binary Bleed: Fast Distributed and Parallel Method for Automatic Model Selection Ryan Barron M. Eren Manish Bhattarai Ismael Boureima Cynthia Matuszek Boian S. Alexandrov 21 2 0 26 Jul 2024
Catchém all: Classification of Rare, Prominent, and Novel Malware Families M. Eren Ryan Barron Manish Bhattarai Selma Wanna N. Solovyev Kim Ø. Rasmussen Boian S. Alexandrov Charles K. Nicholas 29 1 0 04 Mar 2024
Electrical Grid Anomaly Detection via Tensor Decomposition Alexander Most M. Eren Nigel Lawrence Boian Alexandrov 19 0 0 12 Oct 2023
Leveraging Uncertainty for Improved Static Malware Detection Under Extreme False Positive Constraints A. Nguyen Edward Raff Charles K. Nicholas James Holt 36 21 0 09 Aug 2021