Search Results for author: Aniket Chandak

Found 2 papers, 1 papers with code

On Ensemble Learning

1 code implementation7 Mar 2021 Mark Stamp, Aniket Chandak, Gavin Wong, Allen Ye

Our common framework and empirical results are an effort to bring some sense of order to the chaos that is evident in the evolving field of ensemble learning -- both within the narrow confines of the malware analysis problem, and in the larger realm of machine learning in general.

BIG-bench Machine Learning Ensemble Learning +1

A Comparison of Word2Vec, HMM2Vec, and PCA2Vec for Malware Classification

no code implementations7 Mar 2021 Aniket Chandak, Wendy Lee, Mark Stamp

We show that we can obtain better classification accuracy based on these feature embeddings, as compared to HMM experiments that directly use the opcode sequences, and serve to establish a baseline.

Classification Feature Engineering +4

Cannot find the paper you are looking for? You can Submit a new open access paper.