{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003490846,0.0001098553,0.0002610179,0.0003859074,0.0001687551,0.0003211632,0.0003309023,0.000109692,0.000005847013],"category_scores_gemma":[0.001086277,0.0001024678,0.0001277681,0.0003067525,0.00007942608,0.0009026484,0.00007641327,0.0001448715,4.43986e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012982,"about_ca_system_score_gemma":0.0001203491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001148163,"about_ca_topic_score_gemma":0.00004662995,"domain_scores_codex":[0.9980295,0.000225123,0.0005908793,0.0002291623,0.0008172937,0.0001080256],"domain_scores_gemma":[0.9947938,0.000241977,0.0007703195,0.000154997,0.003975195,0.00006373739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004209443,0.000421872,0.003909165,0.0005648434,0.00409424,0.000006244357,0.02779444,0.001440266,0.00117031,0.01862489,0.0001190956,0.9414337],"study_design_scores_gemma":[0.002290127,0.0009851182,0.01186742,0.0004765113,0.000720582,0.0003886618,0.0009605645,0.9028762,0.00130896,0.07477542,0.002962974,0.000387475],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2907326,0.0008682138,0.7068177,0.0001720077,0.00106838,0.0002878428,0.00001960366,0.00002247139,0.00001119507],"genre_scores_gemma":[0.992658,0.00007635531,0.006895151,0.00002289246,0.0003171573,0.00001830324,0.000004677177,0.000004613403,0.00000290913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9410462,"threshold_uncertainty_score":0.4178516,"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."}}