{"id":"W7117677239","doi":"10.1109/smartiot66867.2025.00015","title":"Anonymous Lightweight Device-to-Device Continuous Authentication Protocol for IoT","year":2025,"lang":"","type":"article","venue":"","topic":"Advanced Authentication Protocols Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de l'Outaouais","funders":"","keywords":"Authentication protocol; Anonymity; Authentication (law); Cryptography; Cryptographic protocol; Robustness (evolution); Protocol (science); Challenge-Handshake Authentication Protocol; Data Authentication Algorithm; Lightweight Extensible Authentication Protocol","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001290951,0.0008723727,0.0009149499,0.0006910937,0.0009411324,0.001110349,0.003478149,0.0004198609,0.0004609063],"category_scores_gemma":[0.0007895704,0.0008579461,0.0003777503,0.002890165,0.0002125424,0.0008522593,0.001246796,0.0004267811,0.0009261485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004509167,"about_ca_system_score_gemma":0.001478542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002322613,"about_ca_topic_score_gemma":0.00005545176,"domain_scores_codex":[0.9929371,0.0003333119,0.002066849,0.002450877,0.0007950828,0.001416735],"domain_scores_gemma":[0.9928845,0.0006779913,0.0008125834,0.002987584,0.002092934,0.0005444204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003111844,0.001491838,0.0002550699,0.001462164,0.0001156133,0.000003469206,0.002037855,0.00005547509,0.003464401,0.883743,0.003714241,0.1033457],"study_design_scores_gemma":[0.005350247,0.0008041948,0.001036685,0.001141011,0.0001153451,0.000007826256,0.0001108228,0.1240894,0.08100595,0.2049096,0.5801139,0.001314909],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.00003509746,0.00001045322,0.5371347,0.006807907,0.0003727967,0.4495544,0.00001536074,0.0003427705,0.005726462],"genre_scores_gemma":[0.01650795,4.336682e-7,0.1732319,0.003444094,0.0001686391,0.7818315,0.000006594029,0.00005201676,0.02475692],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.6788334,"threshold_uncertainty_score":0.9999266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251218058362861,"score_gpt":0.3761499261945579,"score_spread":0.3436377456109294,"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."}}