{"id":"W4416808058","doi":"10.1049/cth2.70093","title":"A New Fault Detection Method for Systems With Uncertainty Under Denial‐of‐Service Attack","year":2025,"lang":"en","type":"article","venue":"IET Control Theory and Applications","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Fault detection and isolation; Aperiodic graph; Probabilistic logic; Fault (geology); Control theory (sociology); False alarm; Filter (signal processing)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007060038,0.0005337821,0.0008075963,0.0008914002,0.0003961054,0.0006484598,0.0008966445,0.0007177988,0.001325216],"category_scores_gemma":[0.002561548,0.0002589424,0.0005489081,0.0003577853,0.0005760111,0.0009291176,0.0006269648,0.0007971769,0.0002409282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007689089,"about_ca_system_score_gemma":0.0009421958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002147296,"about_ca_topic_score_gemma":0.001370571,"domain_scores_codex":[0.9991155,0.0001356768,0.00004939248,0.0002536488,0.0003777658,0.00006786067],"domain_scores_gemma":[0.9989479,0.0005223411,0.0001539773,0.00008615057,0.000255217,0.00003448487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004307075,0.000114843,0.001278339,0.0002816492,0.0001326927,0.000218995,0.0002040872,0.4042686,0.0603628,0.03081267,0.00157222,0.5003224],"study_design_scores_gemma":[0.00001200518,0.00005132325,0.0001517317,0.000005691353,0.00001128549,0.00005964763,0.000004904321,0.9931186,0.00369651,0.002172577,0.0007055292,0.000009997146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004020363,0.00007004861,0.9953334,0.00002877581,0.00002004828,0.00001557061,0.000008208101,0.0002299508,0.0002736406],"genre_scores_gemma":[0.6777083,0.0001810976,0.3198299,0.0001339708,0.0001024128,0.0001181067,0.00006811078,0.00005628104,0.00180188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002147296,"threshold_uncertainty_score":0.005578876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006710271429473184,"score_gpt":0.2610731228950098,"score_spread":0.2543628514655366,"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."}}