{"id":"W2033082111","doi":"10.1145/1314257.1314273","title":"Toward measuring network security using attack graphs","year":2007,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Computer security; Network security; Computer network","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":[0.01020781,0.002742321,0.001367769,0.01358609,0.001437438,0.005134043,0.001916586,0.001998483,0.001255983],"category_scores_gemma":[0.03415605,0.0009316417,0.001223354,0.007400194,0.004978354,0.01114615,0.003638683,0.002644787,0.0003422388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002425808,"about_ca_system_score_gemma":0.001692171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002516735,"about_ca_topic_score_gemma":0.001964107,"domain_scores_codex":[0.9872426,0.006398063,0.0008109407,0.001111205,0.003927417,0.0005097326],"domain_scores_gemma":[0.9707989,0.01502986,0.004606737,0.005011356,0.003799151,0.0007540134],"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":[0.000107986,0.0001892209,0.01377902,0.0003144061,0.0002458259,0.000144828,0.0007306014,0.3863765,0.01392052,0.4849992,0.0014582,0.09773358],"study_design_scores_gemma":[0.00001523089,0.0001558412,0.004213032,0.0001096693,0.0000701693,0.0001970418,0.0004761219,0.4759928,0.01112829,0.5021499,0.005380129,0.0001118685],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02717177,0.0003163327,0.9682963,0.0003590751,0.00002822512,0.0001720821,0.0001998334,0.0005076602,0.002948731],"genre_scores_gemma":[0.4334014,0.0007317715,0.5638379,0.0001505413,0.00005567165,0.000430584,0.0004169457,0.0001869085,0.0007882617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01358609,"threshold_uncertainty_score":0.05398476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06139183153870849,"score_gpt":0.2747865932886374,"score_spread":0.2133947617499289,"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."}}