2 papers
cs.CR2026
Evasive Intelligence: Lessons from Malware Analysis for Evaluating AI Agents
Simone Aonzo, Merve Sahin, Aurélien Francillon +1
Artificial intelligence (AI) systems are increasingly adopted as tool-using agents that can plan, observe their environment, and take actions over extended time periods. This evolu…
cs.CR2025
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 a trusted source of malware annotations. But…