{"id":"W4225133257","doi":"10.18280/ijsse.120209","title":"Study and Analysis of Various Authentication and Authorization for IoT Devices: A Challenging Overview","year":2022,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"User Authentication and Security Systems","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Authentication (law); Computer security; Computer science; Maintainability; Authorization; Standardization; Internet of Things; Domain (mathematical analysis); Software engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007209564,0.00007359061,0.0002178417,0.0004625747,0.00008354008,0.00006819784,0.0002520467,0.00001902501,0.000003325054],"category_scores_gemma":[0.00005640555,0.00007584641,0.00005624116,0.0002723346,0.00001005059,0.0001991198,0.000149172,0.00009526869,2.859837e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003734451,"about_ca_system_score_gemma":0.00002115915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001061783,"about_ca_topic_score_gemma":0.000008188022,"domain_scores_codex":[0.9990024,0.00004776814,0.0004289346,0.000135422,0.0003159349,0.00006956411],"domain_scores_gemma":[0.9992709,0.0001446892,0.0002622629,0.00007974535,0.0001917284,0.00005067571],"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":[0.0001689671,0.0007597164,0.01745948,0.0003550368,0.005061107,0.00002653073,0.3742146,0.0117881,0.0009431798,0.5701319,0.000007519824,0.01908388],"study_design_scores_gemma":[0.0006066416,0.0001438469,0.03610254,0.00003429885,0.0002042662,0.00006010983,0.001143382,0.959882,0.00001268796,0.0008199961,0.0008999239,0.00009030892],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5262857,0.002041691,0.4701095,0.0008962294,0.0003990164,0.0002164872,0.00002730069,0.00001749119,0.000006635238],"genre_scores_gemma":[0.9987466,0.0002212666,0.0009621087,0.00002399587,0.00002709724,0.000005713605,0.000005297258,0.000004134846,0.000003750336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9480939,"threshold_uncertainty_score":0.3092927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877868698295263,"score_gpt":0.2732286992313778,"score_spread":0.2544500122484251,"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."}}