Android malware detection based on novel representations of apps

• Main Authors: SUN, Tiezhu, DAOUDI, Nadia, ALLIX, Kevin, SAMHI, Jordan, KIM, Kisub, ZHOU, Xin, KABORE, Abdoul K., KIM, Dongsun, David LO, BISSYANDE, Tegawende F., KLEIN, Jacques
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2025
• Subjects: Information Security; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/9863
• Institution: Singapore Management University

In the past decade, advancements in computer vision (CV) and natural language processing (NLP) have been driven significantly by deep representation learning. This progress has made image and text representation learning appealing for applications in fields like malware detection, where deep learnin...