Open access
Aug 2026
Predictive Analytics in Cloud-Native Privilege-Escalation Detection: Enhancing Accuracy Through Temporal Graph Attention and Reinforcement Learning
PEGraphSec-Net is introduced, a graph-theoretical framework for detecting privilege-escalation-relevant identity behavior, modeling cloud identity interactions as dynamic heterogeneous graphs of users, services, roles, tokens, and workloads and linking the model’s top-ranked traffic-level features back to the identity-...
M. Pranto, Md. Deluar Hossen, Mamunur R. Raja et al.
· Computers · 0 citations