{"id":"W4224278610","doi":"10.18280/rces.090101","title":"A Review on Web Application Vulnerability Assessment and Penetration Testing","year":2022,"lang":"en","type":"review","venue":"Review of Computer Engineering Studies","topic":"Web Application Security Vulnerabilities","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vulnerability assessment; Penetration (warfare); Computer science; Web testing; Vulnerability (computing); World Wide Web; Engineering; The Internet; Computer security; Web application security; Psychology; Web development; Operations research; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002063015,0.001080234,0.001543209,0.006788215,0.0004394448,0.001369273,0.001297848,0.001310826,0.004636678],"category_scores_gemma":[0.005498935,0.0005708571,0.001392043,0.006577911,0.0005756192,0.002483191,0.0007665711,0.00126385,0.001622702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008806881,"about_ca_system_score_gemma":0.003181788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002524276,"about_ca_topic_score_gemma":0.004063301,"domain_scores_codex":[0.9986626,0.0002498658,0.0002817659,0.0001498678,0.0005979479,0.00005787432],"domain_scores_gemma":[0.9949274,0.002880727,0.0005679213,0.0001203056,0.001381233,0.0001224388],"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":[0.00006045514,0.00009053097,0.0005762415,0.08719429,0.0002082763,0.0002983863,0.000152699,0.0004033975,0.001503672,0.002500666,0.03901881,0.8679925],"study_design_scores_gemma":[0.00001534364,0.0001986102,0.002119992,0.03601919,0.0006462852,0.001669538,0.0001427679,0.0001376394,0.00114736,0.001354124,0.9565068,0.00004233453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001706939,0.9975287,0.0002701544,0.0003382222,0.00019901,0.00002320756,0.00004673115,0.00001243428,0.001410863],"genre_scores_gemma":[0.0008021726,0.9981613,0.0003064485,0.0002299091,0.0000953518,0.00001770101,0.00004932395,0.000003202259,0.0003346022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006788215,"threshold_uncertainty_score":0.01551121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08964140158777062,"score_gpt":0.3897278193972771,"score_spread":0.3000864178095065,"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."}}