{"id":"W4415643626","doi":"10.3390/electronics14214167","title":"Mutual V2I Multifactor Authentication Using PUFs in an Unsecure Multi-Hop Wi-Fi Environment","year":2025,"lang":"en","type":"article","venue":"Electronics","topic":"Vehicular Ad Hoc Networks (VANETs)","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Scalability; Mutual authentication; Robustness (evolution); Authentication (law); Authentication protocol; Relay; Cryptography; Elliptic curve cryptography; Forward secrecy","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":[0.001971916,0.0005023446,0.0005481233,0.0005950315,0.001027544,0.001215754,0.001488953,0.001078866,0.001857193],"category_scores_gemma":[0.003207262,0.0002616005,0.000479014,0.0004219796,0.001610741,0.003606396,0.002613029,0.001028066,0.000658602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009971291,"about_ca_system_score_gemma":0.001113898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001710763,"about_ca_topic_score_gemma":0.001298137,"domain_scores_codex":[0.9983029,0.0004930158,0.00009720443,0.0002417228,0.0005678518,0.0002971257],"domain_scores_gemma":[0.9981541,0.0005675211,0.0002308264,0.0006497097,0.0003094357,0.00008832416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009666746,0.0002438583,0.004152839,0.000348136,0.0001260685,0.002234367,0.001156231,0.2824603,0.0957149,0.4628892,0.004000199,0.1457073],"study_design_scores_gemma":[0.00004716087,0.0003724248,0.0004718996,0.0000494518,0.0000439226,0.0007164918,0.000183107,0.8958904,0.03172051,0.06011625,0.01031495,0.00007349361],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07773276,0.0002439316,0.9132191,0.0004032654,0.00009104362,0.0001736529,0.00007129445,0.001486713,0.006578212],"genre_scores_gemma":[0.9556224,0.0001126982,0.04154596,0.00009273574,0.00001508951,0.0001021666,0.00004774942,0.000026995,0.00243431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001971916,"threshold_uncertainty_score":0.01042861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112942096782528,"score_gpt":0.2414517292406659,"score_spread":0.2303223082728406,"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."}}