{"id":"W2914627611","doi":"10.4018/ijsssp.2018070102","title":"Evaluation of Dynamic Analysis Tools for Software Security","year":2018,"lang":"en","type":"article","venue":"International Journal of Systems and Software Security and Protection","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science; Memory safety; Software security assurance; Secure coding; Security testing; Buffer overflow; Computer security; Software deployment; Software engineering; Application security; Software; Operating system; Security information and event management; Security service; Information security; Cloud computing security","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":[0.008624692,0.002117113,0.000690478,0.00579761,0.000862704,0.002430917,0.002614237,0.001121076,0.002492701],"category_scores_gemma":[0.04468302,0.0007011897,0.001009739,0.002518355,0.001325912,0.004628402,0.002711751,0.001697981,0.0006664879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002276853,"about_ca_system_score_gemma":0.002757246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002764475,"about_ca_topic_score_gemma":0.001538299,"domain_scores_codex":[0.9783966,0.005433934,0.001512948,0.001437171,0.01192938,0.001289959],"domain_scores_gemma":[0.9483087,0.02895145,0.003003926,0.007826039,0.01122194,0.0006879968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002879933,0.002226514,0.03184284,0.002505506,0.0005251741,0.0006996494,0.002011203,0.1847679,0.06691369,0.03554749,0.01000672,0.6600735],"study_design_scores_gemma":[0.0002946182,0.003390043,0.01632633,0.001117347,0.0004638874,0.0007819153,0.001334718,0.8044966,0.1273511,0.01395071,0.03024411,0.0002486543],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6826563,0.003763505,0.2608535,0.001038948,0.0004716076,0.001154841,0.001460185,0.02097685,0.02762424],"genre_scores_gemma":[0.8730797,0.000965029,0.1205249,0.0001029675,0.00003721464,0.0003788609,0.001682703,0.001326589,0.001902105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008624692,"threshold_uncertainty_score":0.04561228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04488731710815079,"score_gpt":0.3208924890578673,"score_spread":0.2760051719497165,"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."}}