{"id":"W4408215944","doi":"10.56553/popets-2025-0073","title":"SoK: The Spectre of Surveillance and Censorship in Future Internet Architectures","year":2025,"lang":"en","type":"article","venue":"Proceedings on Privacy Enhancing Technologies","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Censorship; Internet privacy; The Internet; Computer security; Business; Computer science; World Wide Web; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005739231,0.0001903729,0.0002952188,0.0004069355,0.00006216425,0.0001258977,0.001575771,0.0001325753,0.000001306495],"category_scores_gemma":[0.0007356271,0.0001250646,0.00006228378,0.0008450645,0.000147011,0.00008409095,0.0007609826,0.0005023271,0.000001317726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004194162,"about_ca_system_score_gemma":0.00002135283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001273725,"about_ca_topic_score_gemma":0.0000838523,"domain_scores_codex":[0.9987054,0.00001604525,0.0003479379,0.0004522255,0.0001831033,0.0002952625],"domain_scores_gemma":[0.9993288,0.0001810616,0.0001720035,0.0002232087,0.00008280108,0.00001215163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002325599,0.00004297582,0.009115318,0.0001229495,0.00004305007,0.000003056085,0.003444095,0.00006344378,0.001630636,0.9435531,0.0004816641,0.04147638],"study_design_scores_gemma":[0.001270382,0.000656438,0.05695445,0.002379174,0.00004083915,0.00005065353,0.01442498,0.2708392,0.5910378,0.05532651,0.005724567,0.00129495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766176,0.0006740361,0.01264034,0.008412944,0.0001198514,0.0001622787,4.601301e-7,0.0005207133,0.0008517952],"genre_scores_gemma":[0.9953763,0.00007673967,0.004315011,0.0001136434,0.0000227746,0.00001414626,2.034709e-7,0.000006170454,0.00007499997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8882267,"threshold_uncertainty_score":0.5099987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007417467699210927,"score_gpt":0.2308705868652268,"score_spread":0.2234531191660159,"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."}}