{"id":"W2782521139","doi":"10.5539/cis.v11n1p14","title":"Improving Backup System Evaluations in Information Security Risk Assessments to Combat Ransomware","year":2018,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ransomware; Backup; Computer security; Computer science; Malware; Database","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":[0.01652109,0.001270679,0.0007894875,0.004349728,0.001177694,0.003704237,0.001385861,0.001392852,0.004286128],"category_scores_gemma":[0.05678686,0.0005034131,0.0006061938,0.001018686,0.000833569,0.006681882,0.001749223,0.001488524,0.001506162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002307208,"about_ca_system_score_gemma":0.002597678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00279728,"about_ca_topic_score_gemma":0.003890012,"domain_scores_codex":[0.9866497,0.004797026,0.00074763,0.0005524622,0.006645847,0.0006074193],"domain_scores_gemma":[0.9490123,0.01485561,0.006136751,0.00374025,0.0252153,0.001039724],"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":[0.001183249,0.001435616,0.1279688,0.0012941,0.0002445469,0.000559892,0.003514999,0.06709475,0.03355295,0.02213547,0.02627641,0.7147392],"study_design_scores_gemma":[0.0002339629,0.007517441,0.1191885,0.002637638,0.0007272186,0.001981653,0.008344173,0.6221926,0.1315194,0.03416032,0.07089526,0.0006019277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5192208,0.004800253,0.3963009,0.005996206,0.0006047671,0.003012379,0.0005668513,0.004902881,0.06459492],"genre_scores_gemma":[0.8685031,0.0008471628,0.1247292,0.0004244895,0.00005717495,0.000254225,0.0003701189,0.0001830601,0.004631616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01652109,"threshold_uncertainty_score":0.08737296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009152393789304053,"score_gpt":0.3057221730999272,"score_spread":0.2965697793106232,"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."}}