{"id":"W2805984568","doi":"10.1145/3196494.3196528","title":"To Intercept or Not to Intercept","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Cisco Systems","keywords":"Computer science; Computer security; Server; Malware; Certificate; Network security; Phishing; Proxy (statistics); Web server; Proxy server; Computer network; The Internet; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00100876,0.0007217915,0.0004465485,0.0005077186,0.0005709804,0.001702909,0.000710798,0.001389341,0.01211383],"category_scores_gemma":[0.007178438,0.0003100049,0.0004281817,0.000265394,0.0008688138,0.002247542,0.001065494,0.001478862,0.008673284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004450508,"about_ca_system_score_gemma":0.00081211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001577235,"about_ca_topic_score_gemma":0.002113066,"domain_scores_codex":[0.9981223,0.0003163262,0.000140051,0.0002932821,0.0006520732,0.0004759626],"domain_scores_gemma":[0.9927165,0.001513103,0.0008188848,0.003195144,0.001443207,0.0003132081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003660214,0.00124773,0.1160988,0.00118902,0.0004261375,0.004402707,0.004880575,0.01693723,0.1773471,0.04420409,0.08231145,0.547295],"study_design_scores_gemma":[0.0004217262,0.00203738,0.07851308,0.0007361408,0.0007075684,0.006168338,0.004771459,0.1206776,0.2737845,0.03255345,0.4791414,0.0004873005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.704534,0.00131499,0.1187574,0.003583019,0.001136593,0.00144063,0.001728517,0.03796095,0.1295439],"genre_scores_gemma":[0.9463732,0.0003189826,0.01529878,0.001220219,0.0001112052,0.0001934783,0.0008191277,0.00110279,0.03456224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01211383,"threshold_uncertainty_score":0.04052484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02880126072294557,"score_gpt":0.3423075835924357,"score_spread":0.3135063228694902,"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."}}