{"id":"W7130705307","doi":"10.1109/oncon68412.2025.11384646","title":"Enhancing Autonomous Vehicle Security: An Adaptive CAN Bus Testbed Architecture","year":2025,"lang":"","type":"article","venue":"","topic":"Vehicular Ad Hoc Networks (VANETs)","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Testbed; Software deployment; Flexibility (engineering); USB; Network packet; Transmission (telecommunications); System bus; Architecture","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":[0.001019448,0.0002916285,0.0002448054,0.0007436253,0.0005022381,0.0007160686,0.001441614,0.0003580932,0.001767611],"category_scores_gemma":[0.001054251,0.0001713732,0.0001864699,0.0004394228,0.0004513265,0.001831639,0.001393863,0.0004829844,0.0005534967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007269515,"about_ca_system_score_gemma":0.0008462984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002223158,"about_ca_topic_score_gemma":0.002491535,"domain_scores_codex":[0.9994973,0.0001383578,0.0000320855,0.00008743046,0.0001529946,0.0000918306],"domain_scores_gemma":[0.9992705,0.00008361184,0.00004748609,0.0002395929,0.0001860289,0.0001727091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001702752,0.001531071,0.02843231,0.0004302844,0.0001988192,0.001150753,0.000750591,0.3467676,0.2160761,0.08275273,0.03991434,0.2802925],"study_design_scores_gemma":[0.0001379636,0.001031764,0.005702185,0.00004388856,0.00007033506,0.000357228,0.0003583322,0.821186,0.07792699,0.01213323,0.0809587,0.00009331755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3550745,0.0003105322,0.5926562,0.0009869465,0.0005054154,0.001031922,0.001282328,0.01742825,0.03072389],"genre_scores_gemma":[0.880533,0.0001538886,0.1134925,0.00009868198,0.00003291908,0.0003544624,0.001750159,0.0001900944,0.003394243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002223158,"threshold_uncertainty_score":0.005913258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005406929485290246,"score_gpt":0.2114757652698469,"score_spread":0.2060688357845566,"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."}}