ASN-Level Behavioral Analysis of Automated Network Interactions in a Controlled Application-Layer Security Laboratory

Deterministic ASN-level behavioral analysis based exclusively on application-layer observability in a controlled security laboratory environment. This work extends a previously published application-layer IPv4-to-IPv6 identifier translation and logging module by introducing ASN-centric behavioral modeling. The analysis relies on fixed logical detectors and deterministic aggregation of interaction patterns, without payload inspection, probabilistic inference, machine learning, or intent attribution. The dataset and methodology are strictly descriptive and ethically bounded, enabling reproducible characterization of infrastructure-level behavior under identical environmental conditions.