2 papers
cs.AI2026
When Does AI Supervision Help? A Role-Aware Study of Network Fraud Decision Management with Blockchain Auditability
Saviz Changizi, Nasibeh Mohammadzadeh, Mohammad Shojafar +1
When does a second artificial intelligence (AI) component improve a primary network-fraud decision rather than add operational burden? We study this question through a role-aware D…
cs.CR2026
Authority-Bound Governance of Heterogeneous AI Security Decisions in Telecom and IoT Networks
Saviz Changizi, Nasibeh Mohammadzadeh, Mohammad Shojafar +1
Artificial intelligence (AI)-enabled security decision systems in telecom and IoT networks can draw on heterogeneous models whose outputs may trigger operational actions. Recording…