{"id":"W4406857082","doi":"10.1109/tcns.2025.3534459","title":"Worst-Case Integrity Attacks and Resilient State Estimation With Partially Secured Measurements","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Control of Network Systems","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Computer science; State (computer science); Resilience (materials science); Reliability engineering; Estimation; Computer security; Engineering; Algorithm; Systems engineering; Materials science","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":[0.003513423,0.001643308,0.001213309,0.000739116,0.000659094,0.001760307,0.001076513,0.001867397,0.0009014794],"category_scores_gemma":[0.02792907,0.0007407417,0.0009200795,0.0007194424,0.002927293,0.003225117,0.002487761,0.002200016,0.0002216563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297134,"about_ca_system_score_gemma":0.001122828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001744646,"about_ca_topic_score_gemma":0.0007039949,"domain_scores_codex":[0.9957818,0.001532522,0.0002217058,0.0009235425,0.001000814,0.0005396478],"domain_scores_gemma":[0.9863446,0.009279551,0.002102259,0.001381274,0.000668042,0.0002242477],"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":[0.0001588321,0.00001968262,0.0008161757,0.00005793557,0.00006095795,0.0001772741,0.00007009911,0.9503579,0.002260531,0.03268779,0.000282601,0.01305024],"study_design_scores_gemma":[0.000005472666,0.00004507851,0.0002056688,0.00000826251,0.000009850405,0.00006225921,0.00001265885,0.9842609,0.001575255,0.01365979,0.0001423548,0.00001250631],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02852094,0.0003172045,0.9689752,0.0004817393,0.00003530708,0.00002784881,0.00004577882,0.0001331965,0.001462779],"genre_scores_gemma":[0.9631754,0.0003019671,0.03520927,0.00009590889,0.00006974966,0.00005539517,0.00005684392,0.00003089477,0.001004649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003513423,"threshold_uncertainty_score":0.01858097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02421469377263241,"score_gpt":0.2809829942380827,"score_spread":0.2567683004654502,"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."}}