2 papers
cs.CR2026
Image-Based Malware Type Classification on MalNet-Image Tiny: Effects of Multi-Scale Fusion, Transfer Learning, Data Augmentation, and Schedule-Free Optimization
Ahmed A. Abouelkhaire, Waleed A. Yousef, Issa Traor
This paper studies 43-class malware type classification on MalNet-Image Tiny, a public benchmark derived from Android APK files. The goal is to assess whether a compact image class…
cs.LG2023
On Statistical Learning of Branch and Bound for Vehicle Routing Optimization
Andrew Naguib, Waleed A. Yousef, Issa Traoré +1
Recently, machine learning of the branch and bound algorithm has shown promise in approximating competent solutions to NP-hard problems. In this paper, we utilize and comprehensive…