UPDF AI

DroidSieve: Fast and Accurate Classification of Obfuscated Android Malware

Guillermo Suarez-Tangil,Santanu Kumar Dash,3 Authors,L. Cavallaro

2017 · DOI: 10.1145/3029806.3029825
Conference on Data and Application Security and Privacy · 231 Citations

TLDR

DroidSieve is proposed, an Android malware classifier based on static analysis that is fast, accurate, and resilient to obfuscation, and exploits obfuscation-invariant features and artifacts introduced by obfuscation mechanisms used in malware.