{"id":"W3017197594","doi":"10.1007/978-3-030-45371-8_26","title":"A Rejection-Based Approach for Detecting SQL Injection Vulnerabilities in Web Applications","year":2020,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Web Application Security Vulnerabilities","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Computer science; SQL injection; Vulnerability (computing); Secure coding; Web application; SQL; Software engineering; Focus (optics); Software; World Wide Web; Database; Software security assurance; Computer security; Information security; Operating system; Web search query; Query by Example","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001567071,0.0005784391,0.0006384796,0.001285665,0.0004897024,0.0006166047,0.002521279,0.0004124443,0.000006990068],"category_scores_gemma":[0.0003352097,0.0006212678,0.0001988011,0.001573644,0.0006493712,0.0006003922,0.0005465912,0.001155928,0.00001255248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008479603,"about_ca_system_score_gemma":0.001221649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005258138,"about_ca_topic_score_gemma":0.0002813224,"domain_scores_codex":[0.9952293,0.00008708717,0.000886844,0.002349993,0.0008108853,0.0006358924],"domain_scores_gemma":[0.9958364,0.001634666,0.0003978443,0.001546504,0.0004146512,0.0001698808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003432516,0.000157727,0.00025401,0.0005423549,0.00001607512,0.000003588241,0.002842821,0.5342532,0.0005419632,0.1140585,0.00003050619,0.3472649],"study_design_scores_gemma":[0.0003954916,0.0001906609,0.0000204953,0.00008568262,0.000005945856,0.00001613581,0.000003996864,0.8587911,0.001310434,0.1363547,0.002236739,0.0005887045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00007735082,0.0001817643,0.9932901,0.001034538,0.0003817482,0.002358689,0.00001944652,0.0004318449,0.002224521],"genre_scores_gemma":[0.395665,0.000005481358,0.6012332,0.001089645,0.0005745606,0.001258729,0.00002308203,0.00005465879,0.00009558629],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3955877,"threshold_uncertainty_score":0.9996239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317331207462903,"score_gpt":0.2554986700648891,"score_spread":0.2323253579902601,"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."}}