Leveraging VAE-Derived Latent Spaces for Enhanced Malware Detection with Machine Learning Classifiers

Bamidele Ajayi, Basel Barakat, Ken McGarry

This paper assesses the performance of five machine learning classifiers: Decision Tree, Naive Bayes, LightGBM, Logistic Regression, and Random Forest using latent representations…