{"id":"W2806265048","doi":"10.1109/icdis.2018.00024","title":"Prevention of Ransomware Execution in Enterprise Environment on Windows OS: Assessment of Application Whitelisting Solutions","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Ransomware; Vendor; Computer science; Operating system; Computer security; Software; Purchasing; Block (permutation group theory); Virtual machine; Malware; Business","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":[0.0003406537,0.00008850067,0.0001333664,0.0002030175,0.00005246206,0.00000780928,0.0002526634,0.00005087964,0.00002051578],"category_scores_gemma":[0.00002037073,0.00009056522,0.00004773979,0.0002579357,0.00006287406,0.0002826511,0.0001157254,0.00007568538,0.000004606092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001635393,"about_ca_system_score_gemma":0.0000267743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003910084,"about_ca_topic_score_gemma":0.00002658127,"domain_scores_codex":[0.9988917,0.00006898191,0.0003907229,0.0002786044,0.0002364578,0.0001336043],"domain_scores_gemma":[0.9991739,0.00004032737,0.0002559091,0.0004387218,0.00006638157,0.0000247096],"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":[0.0000775946,0.001790934,0.006128098,0.0001334144,0.00003005842,0.000001271842,0.001133072,0.007817726,0.372711,0.1480642,0.0001844931,0.4619281],"study_design_scores_gemma":[0.001044932,0.001644286,0.04276978,0.0002894283,0.00001307577,0.000005140287,0.0001467772,0.2401825,0.6862713,0.0261854,0.001109989,0.0003374265],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01402888,0.00001180389,0.9837665,0.00007909231,0.00004454039,0.0004697768,0.000002253063,0.0001141213,0.001483006],"genre_scores_gemma":[0.824201,0.00001777025,0.1756025,0.00001811618,0.00001386663,0.00009628554,0.000003335708,0.000004482763,0.00004258569],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8101721,"threshold_uncertainty_score":0.3693142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721996507629613,"score_gpt":0.2995980146166767,"score_spread":0.2823780495403805,"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."}}