43 citations · 74 across the 7 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.CR2019★ 9 cited
Beyond Labeling: Using Clustering to Build Network Behavioral Profiles of Malware Families
Azqa Nadeem, Christian Hammerschmidt, Carlos H. Gañán +1
Malware family labels are known to be inconsistent. They are also black-box since they do not represent the capabilities of malware. The current state-of-the-art in malware capabil…
cs.LG2019★ 18 cited
Improving Missing Data Imputation with Deep Generative Models
Ramiro D. Camino, Christian A. Hammerschmidt, Radu State
Datasets with missing values are very common on industry applications, and they can have a negative impact on machine learning models. Recent studies introduced solutions to the pr…