{"id":"W7125604082","doi":"10.1109/cascon66301.2025.00041","title":"Survey on Kubernetes Misconfiguration Vulnerabilities and Best Practices","year":2025,"lang":"","type":"article","venue":"","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Best practice; Container (type theory); Orchestration; Set (abstract data type); Root cause; Mainstream; Data breach; Security bug; Vulnerability (computing)","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":[0.01297913,0.001132536,0.0006187636,0.01102905,0.001588728,0.004890348,0.002533739,0.002087945,0.002764463],"category_scores_gemma":[0.05990145,0.001139782,0.0009540429,0.009697878,0.003575826,0.01083896,0.0041446,0.002230891,0.001517791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002243062,"about_ca_system_score_gemma":0.00412251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004337107,"about_ca_topic_score_gemma":0.005051678,"domain_scores_codex":[0.980759,0.003702432,0.002584834,0.001644522,0.01011202,0.001197195],"domain_scores_gemma":[0.8986247,0.06751242,0.01230866,0.007270416,0.01287893,0.001404937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002336252,0.0001517671,0.0637507,0.009238825,0.0001564562,0.002098128,0.0180956,0.003319394,0.006925787,0.04150897,0.03766783,0.816853],"study_design_scores_gemma":[0.00002084385,0.000392345,0.05344356,0.03119756,0.0005680612,0.01377811,0.0373255,0.006214345,0.02521619,0.02603533,0.8053036,0.0005045353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4404288,0.2725962,0.09969684,0.03334573,0.0009773449,0.000676521,0.002180748,0.01066531,0.1394325],"genre_scores_gemma":[0.7378425,0.1816528,0.05887634,0.004762899,0.0001939713,0.0003334601,0.003230155,0.002151029,0.01095685],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01297913,"threshold_uncertainty_score":0.06864095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09632792803865485,"score_gpt":0.3515863306268055,"score_spread":0.2552584025881506,"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."}}