{"id":"W2065228389","doi":"10.1109/ntms.2012.6208767","title":"A Study of Trojan Propagation in Online Social Networks","year":2012,"lang":"en","type":"article","venue":"","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Malware; Trojan; Cluster analysis; Computer science; Clustering coefficient; Computer security; Confidentiality; Code (set theory); Theoretical computer science; Artificial intelligence","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":[0.001511701,0.0006331623,0.0005642432,0.001886069,0.0009952784,0.001038105,0.0008560834,0.001404336,0.0016232],"category_scores_gemma":[0.01418921,0.000431048,0.0006751119,0.001007595,0.001240066,0.003236846,0.0006211776,0.001075587,0.0001959919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046005,"about_ca_system_score_gemma":0.0004591201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005205991,"about_ca_topic_score_gemma":0.00279775,"domain_scores_codex":[0.999036,0.0005808983,0.00002458589,0.000110395,0.0001411699,0.0001071197],"domain_scores_gemma":[0.9823849,0.0136706,0.002013619,0.0006967277,0.0007823896,0.0004518181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002087423,0.0003773398,0.03210543,0.0003130891,0.0002916408,0.001038485,0.001694058,0.7923539,0.01322844,0.128502,0.002052674,0.02783418],"study_design_scores_gemma":[0.00001034087,0.00009267959,0.00327577,0.00001618759,0.00002100379,0.0001634311,0.0001280008,0.9862871,0.0007270374,0.008715207,0.0005429112,0.00002035873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9045422,0.0008496247,0.08677738,0.001135179,0.00004443351,0.000133216,0.0001257135,0.0001226144,0.006269605],"genre_scores_gemma":[0.9931204,0.0004110842,0.005358039,0.00004208783,0.00003218653,0.00003446859,0.0000371709,0.00001391863,0.0009505316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005205991,"threshold_uncertainty_score":0.01035136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585794175781241,"score_gpt":0.3108142787139449,"score_spread":0.2849563369561325,"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."}}