{"id":"W2000822860","doi":"10.4204/eptcs.165.3","title":"USBcat - Towards an Intrusion Surveillance Toolset","year":2014,"lang":"en","type":"article","venue":"Electronic Proceedings in Theoretical Computer Science","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Royal Military College of Canada","funders":"","keywords":"Computer science; Covert channel; Computer security; Covert; Malware; Adversary; Rootkit; Intrusion detection system; Operating system; Cloud computing; Cloud computing security; Security information and event management","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":[0.003657151,0.001534074,0.0009382041,0.002973757,0.0006677586,0.00369507,0.003441429,0.001836015,0.003717337],"category_scores_gemma":[0.007632485,0.0009400563,0.0009685456,0.001015612,0.001252101,0.004404217,0.003139312,0.002841268,0.002796968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318312,"about_ca_system_score_gemma":0.002057787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003070794,"about_ca_topic_score_gemma":0.001781095,"domain_scores_codex":[0.9956927,0.0006469327,0.0002603417,0.0004348398,0.002680831,0.0002843639],"domain_scores_gemma":[0.9966208,0.001011584,0.0003164766,0.0007430377,0.0009861069,0.0003219878],"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":[0.001241625,0.000725597,0.006111335,0.001230859,0.0002398561,0.001676115,0.001505021,0.03282465,0.08394215,0.1121743,0.06776014,0.6905684],"study_design_scores_gemma":[0.000265617,0.0009759224,0.002934696,0.001025863,0.0001482395,0.002536393,0.0002981075,0.4472531,0.1119144,0.04070098,0.3916633,0.0002833066],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02354389,0.001546698,0.8397604,0.001184389,0.00035896,0.001282368,0.001001945,0.1147441,0.01657732],"genre_scores_gemma":[0.1243332,0.001283322,0.8486627,0.001083417,0.0001093364,0.001009509,0.004782471,0.00494713,0.013789],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003717337,"threshold_uncertainty_score":0.01934105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00460713100319494,"score_gpt":0.247415097784757,"score_spread":0.242807966781562,"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."}}