Attributing Sensor Deviations to Degradation, Weather, or Attack in Oilfield Digital Twins: A Simulation Study of Probabilistic Attribution and Cost-Based Decisions

arXiv:2609.31973 · cs.CR, cs.SY, eess.SY · Submitted 2026-09-25 · Read on arXiv

cs.CR, cs.SY, eess.SY

Submitted: 2026-09-25

Updated: 2026-09-25

Terminology

• Digital Twin — 8× in this paper · explained in 5 episodes
• Calibration — 5× in this paper · explained in 7 episodes
• Ablation — 3× in this paper · explained in 1 episode
• Deferral — 3× in this paper · explained in 2 episodes
• Redundancy — 3× in this paper · explained in 2 episodes
• Accuracy — 2× in this paper · explained in 1 episode
• Adaptation — 2× in this paper · explained in 1 episode
• International Conference on Machine Learning — 2× in this paper
• Feature Extraction — 1× in this paper · explained in 2 episodes
• Generative Model — 1× in this paper · explained in 2 episodes
• Robustness — 1× in this paper · explained in 5 episodes

Sources

• Cyber-Resilient Digital Twins: Discriminating Attacks for Safe Critical Infrastructure Control

Related papers

• SoK: AI-Augmented Binary Reversing
• Relaxed Sender Anonymity for CBDC Interbank Settlement: A Zero-Knowledge Approach on Permissioned EVM
• Calibration-Family Overfit: Why Trusted Sabotage Monitors Don't Transfer Across Lineages
• Efficient Fuzzy PSI under One-Sided Assumptions
• Sealing the Audit-Runtime Gap for LLM Skills
• Token Composition: A Graph Based on EVM Logs