{"id":"W4381744914","doi":"10.1109/noms56928.2023.10154297","title":"Instant Messaging Application Encrypted Traffic Generation System","year":2023,"lang":"en","type":"article","venue":"","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Solana Networks (Canada); Dalhousie University","funders":"Mitacs","keywords":"Encryption; Computer science; Instant messaging; Traffic analysis; Android (operating system); Computer network; Computer security; 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":[0.0004843225,0.000574362,0.0004574727,0.001291707,0.0003344721,0.0007888332,0.0007249594,0.0004599668,0.009446676],"category_scores_gemma":[0.001953544,0.0001836392,0.0002056102,0.0004866962,0.0001563937,0.0008118358,0.0006513095,0.0004490585,0.004354585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004620357,"about_ca_system_score_gemma":0.0003134843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006217936,"about_ca_topic_score_gemma":0.0004691708,"domain_scores_codex":[0.9994178,0.00007492891,0.00005496836,0.0001160689,0.0002671095,0.00006926263],"domain_scores_gemma":[0.9989406,0.0002060558,0.0001238625,0.0002842594,0.0003506357,0.00009467579],"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":[0.004483366,0.001494633,0.03177178,0.0007229657,0.0001670679,0.002427431,0.0008943246,0.0123184,0.152009,0.01468798,0.1376185,0.6414047],"study_design_scores_gemma":[0.000498063,0.0008930997,0.03041299,0.0001425375,0.0001688187,0.002634729,0.000242709,0.5021943,0.3185112,0.01056974,0.1334983,0.0002335045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.26172,0.0004478506,0.3440828,0.0006099318,0.0005334141,0.002346494,0.01140429,0.334669,0.04418629],"genre_scores_gemma":[0.9205184,0.0002005579,0.04810772,0.0004509742,0.0001446816,0.0007570384,0.008101581,0.002462067,0.01925697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009446676,"threshold_uncertainty_score":0.03160232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175010944133856,"score_gpt":0.2341355441521636,"score_spread":0.216634449738778,"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."}}