{"id":"W2737621948","doi":"10.1109/cns.2017.8228698","title":"Could network view inconsistency affect virtualized network security functions?","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Denial-of-service attack; Cloud computing; Network security; State (computer science); Network performance; Computer security; Network simulation; Computer network; Network management station; Distributed computing; Network architecture; The Internet; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002133512,0.0009623386,0.001494077,0.0001123876,0.001321344,0.00168481,0.004135489,0.001092578,0.0003135337],"category_scores_gemma":[0.0002288721,0.0008584274,0.0008091009,0.0005039691,0.0002091016,0.0004664774,0.006780831,0.002011522,0.0004513309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554206,"about_ca_system_score_gemma":0.0005830958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003551407,"about_ca_topic_score_gemma":0.0004566729,"domain_scores_codex":[0.9943259,0.0005961909,0.0009547988,0.001998657,0.0007584098,0.001365989],"domain_scores_gemma":[0.9921083,0.0009105203,0.0009641266,0.005262383,0.0003177245,0.0004368756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005389253,0.000170013,0.005437342,0.0002702406,0.0004871225,0.00009843723,0.0001839386,0.04323065,3.642466e-7,0.08210266,0.8126214,0.05534397],"study_design_scores_gemma":[0.001526027,0.000309051,0.005770726,0.002164175,0.000324392,0.00009652526,0.00001133746,0.1720927,0.000003379505,0.3712367,0.443516,0.002948964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0006760418,0.02168661,0.8976592,0.002241507,0.02238571,0.001693373,0.00002527445,0.002661841,0.05097046],"genre_scores_gemma":[0.746351,0.01213292,0.185275,0.01282703,0.02513027,0.001662132,0.0005665303,0.0004061792,0.01564897],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.745675,"threshold_uncertainty_score":0.9999788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03180516373249221,"score_gpt":0.2852595042245191,"score_spread":0.2534543404920269,"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."}}