{"id":"W4396691412","doi":"10.3390/math12101429","title":"Secure Key Exchange in Tropical Cryptography: Leveraging Efficiency with Advanced Block Matrix Protocols","year":2024,"lang":"en","type":"article","venue":"Mathematics","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Key exchange; Block (permutation group theory); Cryptography; Theoretical computer science; Cryptographic protocol; Implementation; Distributed computing; Key (lock); Protocol (science); Algorithm; Mathematics; Computer network; Public-key cryptography; Encryption; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.0003052954,0.0002246914,0.0002513331,0.0003820364,0.00009029888,0.0003227798,0.0006927495,0.00006596874,0.0000257129],"category_scores_gemma":[0.00002069836,0.0001713534,0.0001103567,0.001574443,0.00006644925,0.0002935213,0.0001567293,0.0002776778,0.00003222993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002869315,"about_ca_system_score_gemma":0.00005007323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001277845,"about_ca_topic_score_gemma":0.000005600782,"domain_scores_codex":[0.998475,0.00005679421,0.0002984608,0.0004284468,0.0003533674,0.0003879294],"domain_scores_gemma":[0.9990979,0.000170836,0.00005787181,0.00055648,0.00003585407,0.00008099138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002558946,0.0004295746,0.0007524169,0.001527056,0.00003733042,0.0002186041,0.01627708,0.0003824015,0.0004456636,0.9698099,0.0002229332,0.009871421],"study_design_scores_gemma":[0.002747415,0.001800492,0.001657456,0.006948719,0.00006571299,0.000447573,0.001054655,0.299577,0.00309092,0.6459371,0.03467744,0.001995508],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1250467,0.0003672063,0.8661325,0.0005072367,0.000140245,0.004592641,0.00000282932,0.0007361862,0.002474423],"genre_scores_gemma":[0.6879109,0.00001701331,0.3086174,0.0001117463,0.0000814823,0.0031233,0.000001050408,0.00004431769,0.00009281276],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5628642,"threshold_uncertainty_score":0.698759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502595352315784,"score_gpt":0.2759316632998957,"score_spread":0.2609057097767378,"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."}}