{"id":"W2142652930","doi":"10.1109/cicybs.2009.4925098","title":"Genetic algorithm cryptanalysis of a substitution permutation network","year":2009,"lang":"en","type":"article","venue":"","topic":"DNA and Biological Computing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Substitution (logic); Permutation (music); Computer science; Genetic algorithm; Cipher; Cryptanalysis; Algorithm; Cryptography; Theoretical computer science; Encryption; Computer network; Machine learning","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":[0.0008955,0.0003783415,0.0003779568,0.0006499534,0.0004367576,0.0006481237,0.0004604608,0.0005466695,0.00186031],"category_scores_gemma":[0.003258753,0.0001413844,0.0003944607,0.0004580764,0.001044004,0.0006484322,0.0004561852,0.0006349857,0.0002072715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066562,"about_ca_system_score_gemma":0.001002807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187589,"about_ca_topic_score_gemma":0.001799389,"domain_scores_codex":[0.9994729,0.0002067212,0.00002048716,0.00006659079,0.0001504435,0.00008275922],"domain_scores_gemma":[0.9988446,0.0007819012,0.00009455849,0.0001315011,0.0001192584,0.00002805888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002650065,0.00006237947,0.001773786,0.00006098445,0.0000638411,0.0002547298,0.0001543135,0.7873994,0.01185047,0.138162,0.0009544327,0.05899882],"study_design_scores_gemma":[0.00001691283,0.0000501764,0.0001735555,0.000007185919,0.000008280927,0.00005499685,0.00001256671,0.9743904,0.003707251,0.02084635,0.0007266448,0.00000570716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3122611,0.0001832371,0.6722103,0.0007267289,0.00006806415,0.0001248828,0.00007489419,0.0003798685,0.01397097],"genre_scores_gemma":[0.8643208,0.0001300827,0.1296687,0.00007574872,0.00001714679,0.00008097255,0.00005632051,0.00003649927,0.005613745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002187589,"threshold_uncertainty_score":0.007738531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007615153256506683,"score_gpt":0.2373122988860477,"score_spread":0.229697145629541,"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."}}