{"id":"W1972355341","doi":"10.1109/hase.2015.26","title":"A Proxy Identifier Based on Patterns in Traffic Flows","year":2015,"lang":"en","type":"article","venue":"","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute for Materials Science; Dalhousie University","keywords":"Computer science; Proxy (statistics); Identifier; Computer security; Identification (biology); The Internet; Proxy server; Computer network; World Wide Web; Machine learning","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":[0.0009771154,0.0006989198,0.0008316839,0.003677639,0.0004773861,0.001470274,0.0006066409,0.0006837405,0.000972215],"category_scores_gemma":[0.005988496,0.0002089911,0.0003323802,0.002372256,0.0002889186,0.001671009,0.0006184826,0.0006067239,0.001092247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006332826,"about_ca_system_score_gemma":0.0007872112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00180685,"about_ca_topic_score_gemma":0.00246117,"domain_scores_codex":[0.9988825,0.0001961769,0.0001472403,0.0003359272,0.0003344763,0.0001035843],"domain_scores_gemma":[0.9974399,0.0005036889,0.0006049094,0.0004758836,0.0008172701,0.0001585091],"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":[0.001059191,0.0007994561,0.2722863,0.0002926502,0.0001813226,0.0005545037,0.0006143477,0.08353692,0.1147529,0.0100736,0.006646073,0.5092027],"study_design_scores_gemma":[0.00001730649,0.0001676443,0.02931194,0.00002247123,0.00003549495,0.0004403552,0.0001020807,0.930056,0.0330481,0.002297517,0.004452295,0.00004867605],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4395124,0.0002092465,0.5437152,0.0002255755,0.0001516919,0.0005451703,0.002244398,0.008755686,0.004640656],"genre_scores_gemma":[0.8512381,0.0001228559,0.1436963,0.00004262809,0.00005231592,0.0001777225,0.002466857,0.0001469698,0.002056214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003677639,"threshold_uncertainty_score":0.005167544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182649599754807,"score_gpt":0.2484635704646859,"score_spread":0.2266370744671378,"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."}}