{"id":"W1979605461","doi":"10.1109/sere.2013.30","title":"Confeagle: Automated Analysis of Configuration Vulnerabilities in Web Applications","year":2013,"lang":"en","type":"article","venue":"","topic":"Web Application Security Vulnerabilities","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Vulnerability (computing); Usability; Web application; Web application security; Computer security; Secure coding; Cross-site scripting; Web server; Denial-of-service attack; Web service; World Wide Web; The Internet; Web development; Software security assurance; Information security; Operating system; Security service","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":[0.0003547418,0.0001202654,0.0003194752,0.0006418535,0.00005216197,0.0001254891,0.000614529,0.00007350658,0.0006655683],"category_scores_gemma":[0.00005286933,0.0001139042,0.00008625073,0.002431795,0.0001296519,0.0006352738,0.00008488467,0.00009224445,0.0001269778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005379447,"about_ca_system_score_gemma":0.0001080133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007039453,"about_ca_topic_score_gemma":0.0004646515,"domain_scores_codex":[0.9984725,0.0001233592,0.0005953237,0.0003681958,0.0002536977,0.0001869976],"domain_scores_gemma":[0.9981455,0.0003966455,0.0001523186,0.00086193,0.0003819143,0.00006167986],"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":[9.919371e-7,0.00023037,0.005613963,0.0000256951,0.0001137263,9.840358e-8,0.001510329,0.001797725,0.007083067,0.9793451,0.001183246,0.003095684],"study_design_scores_gemma":[0.0002196789,0.00002880376,0.03206252,0.000003543586,0.00003308466,5.474539e-7,0.0006224323,0.9483014,0.006853698,0.009524137,0.002168869,0.0001812914],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3873386,0.00006864332,0.5665166,0.003149979,0.00004654376,0.001797022,0.00002173874,0.001497601,0.03956324],"genre_scores_gemma":[0.9884993,0.000005741646,0.009876849,0.0001756947,0.000008436245,0.0009900954,0.00002706234,0.000004811557,0.0004120407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.969821,"threshold_uncertainty_score":0.7287506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158782755666369,"score_gpt":0.2622271124417072,"score_spread":0.2506392848850435,"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."}}