Asset-driven Threat Modeling for AI-based Systems

arXiv:2403.06512v1 Announce Type: new
Abstract: Threat modeling is a popular method to securely develop systems by achieving awareness of potential areas of future damage caused by adversaries. The benefit of threat modeling lies in its ability to indicate areas of concern, paving the way to consider mitigation during the design stage. However, threat modeling for systems relying on Artificial Intelligence is still not well explored. While conventional threat modeling methods and tools did not address AI-related threats, research on this …

adversaries arxiv asset awareness cs.cr cs.se design future lies mitigation modeling popular stage systems threat threat modeling