{"id":"W4407021093","doi":"10.1016/j.automatica.2025.112162","title":"Integrity attacks on state estimation with varying data access: From visibility to full restriction","year":2025,"lang":"en","type":"article","venue":"Automatica","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Visibility; Estimation; State (computer science); Computer science; Computer security; Engineering; Algorithm; Geography; Systems engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008690405,0.001234095,0.002147701,0.001310634,0.001234952,0.003759996,0.002057696,0.002441411,0.001928358],"category_scores_gemma":[0.07990862,0.001171853,0.001239282,0.001388835,0.006294574,0.01202892,0.01188139,0.005795431,0.0004545477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276667,"about_ca_system_score_gemma":0.002104762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083933,"about_ca_topic_score_gemma":0.000856202,"domain_scores_codex":[0.9872968,0.004096544,0.0008336145,0.001924367,0.003640006,0.00220862],"domain_scores_gemma":[0.8963053,0.05675713,0.005983918,0.03556616,0.003739519,0.001647965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005681986,0.0005217329,0.01254381,0.0003494076,0.000497467,0.001898054,0.001409581,0.3929048,0.02191751,0.3246364,0.006012209,0.231627],"study_design_scores_gemma":[0.00007477338,0.0002079006,0.001449412,0.00004838204,0.000060536,0.0004364353,0.0001147212,0.8202999,0.008823373,0.1675228,0.0009045867,0.00005709677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1618152,0.0006862433,0.8254066,0.003187947,0.0002204853,0.000088397,0.0002026995,0.001438477,0.006953988],"genre_scores_gemma":[0.9846843,0.0002024501,0.01363706,0.0001821242,0.0001229368,0.0000258793,0.00007030015,0.000120097,0.0009549326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008690405,"threshold_uncertainty_score":0.04595977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010816946854354,"score_gpt":0.3172691492569253,"score_spread":0.2871609797883817,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}