{"id":"W4388262486","doi":"10.1109/tifs.2023.3327662","title":"WFDefProxy: Real World Implementation and Evaluation of Website Fingerprinting Defenses","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Information Forensics and Security","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Innovation and Technology Commission","keywords":"Computer science; Computer security; World Wide Web; Internet privacy","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":[0.004457721,0.0009409075,0.0005588931,0.001525446,0.0007717086,0.001246545,0.002291613,0.00139177,0.001105542],"category_scores_gemma":[0.01316959,0.0004108554,0.0004232262,0.001046035,0.001400627,0.002935146,0.00138075,0.001692755,0.0005052003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001841569,"about_ca_system_score_gemma":0.001075728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005063997,"about_ca_topic_score_gemma":0.003990235,"domain_scores_codex":[0.9964588,0.001189992,0.0002405345,0.00053488,0.001046682,0.000529113],"domain_scores_gemma":[0.9925531,0.00273133,0.0005291763,0.002770071,0.001073379,0.0003429857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00523643,0.003383519,0.0640301,0.001208292,0.0004702825,0.001368763,0.001500048,0.5526266,0.05622691,0.02554115,0.07416647,0.2142415],"study_design_scores_gemma":[0.0003523914,0.001852521,0.01494884,0.00008598306,0.00009213812,0.0006322788,0.00054841,0.8935004,0.068971,0.003359411,0.01552891,0.0001277189],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400012,0.000547462,0.02851789,0.0006396245,0.000254832,0.0003529991,0.00203028,0.02089266,0.006763011],"genre_scores_gemma":[0.9730646,0.0001702798,0.02244392,0.000176973,0.00001761383,0.00012734,0.002587371,0.0004786591,0.0009331597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005063997,"threshold_uncertainty_score":0.02357501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188822408221524,"score_gpt":0.2890661372611371,"score_spread":0.2671779131789219,"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."}}