Trust Under Siege: Label Spoofing Attacks against Machine Learning for Android Malware Detection

Tianwei Lan, Luca Demetrio, Farid Nait-Abdesselam +2

Machine Learning (ML) malware detectors rely heavily on crowd-sourced AntiVirus (AV) labels, with platforms like VirusTotal serving as trusted sources of malware annotations. But w…