{"id":"W4376473506","doi":"10.1007/978-3-031-32636-3_14","title":"Activity Detection from Encrypted Remote Desktop Protocol Traffic","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Encryption; Protocol (science); Operating system; Computer network; Embedded system","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001139677,0.0006921808,0.0007405373,0.0009652321,0.0003605377,0.0008285533,0.003268513,0.0005327186,0.0000353322],"category_scores_gemma":[0.0001476891,0.0006274498,0.0003218679,0.001147005,0.0004031727,0.0006319599,0.0008514444,0.001362907,0.0001841083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004310661,"about_ca_system_score_gemma":0.0003987797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009923868,"about_ca_topic_score_gemma":0.001223565,"domain_scores_codex":[0.9947887,0.00009629704,0.0006879943,0.00228551,0.001330431,0.0008110786],"domain_scores_gemma":[0.9972956,0.0006088027,0.0005116983,0.00110429,0.0002804917,0.0001990918],"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":[0.00001341354,0.00002147304,0.000001073039,0.00002210862,0.00002676626,0.00008667183,0.0005724558,0.1220005,0.0002277869,0.002135953,0.000006966644,0.8748848],"study_design_scores_gemma":[0.0003030109,0.0001552363,0.00006016583,0.0003465967,0.00001489787,0.00001814195,2.284957e-7,0.9919292,0.001972473,0.004006274,0.0005328112,0.0006610088],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0006368908,0.00001231,0.9883128,0.0001783572,0.001411888,0.008142944,0.000004609445,0.0006270455,0.0006731754],"genre_scores_gemma":[0.874653,0.000004011416,0.1223999,0.0003883249,0.001029269,0.0007845404,0.000006955389,0.0000839553,0.0006499537],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8742238,"threshold_uncertainty_score":0.9996177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140831060706098,"score_gpt":0.2595527672863681,"score_spread":0.2381444566793071,"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."}}