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cs.AI2026
Learning and Structurally Validating Simulation Scenario Continuations in Dynamic Graph Systems
Michael Romei de Socio, Gian Luca Pozzato, Alessio Merlo
Data-driven generative models can extend partially observed simulation trajectories into ensembles of alternative future scenarios. However, consistency with a learned trajectory d…
cs.AI2026
TRACE-CTI: Auditable Post-Extraction Governance of TTP Claims with Knowledge Graphs
Federico Valletta, Giacomo Longo, Enrico Russo +1
Security Operations Centers increasingly rely on automated mapping of Cyber Threat Intelligence reports to MITRE ATT&CK, yet extractor outputs remain fallible and are often stored…
cs.AI2026
TRACTA: Benchmarking Temporal Reasoning over Semantic Trajectories
Michael Romei De Socio, Gian Luca Pozzato, Alessio Merlo
High-complexity operational environments require methods that characterize temporally distributed patterns rather than classify isolated events. This paper introduces TRACTA (Tempo…