{"id":"W4249562141","doi":"10.2139/ssrn.1742103","title":"Rational Information Leakage","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Leakage (economics); Information leakage; Computer science; Computer security; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.001111796,0.00006962312,0.00005720698,0.0001122798,0.0003087869,0.0002421055,0.0004265242,0.00006503354,0.00005072775],"category_scores_gemma":[0.00004631217,0.00006215572,0.00005255477,0.0002087907,0.00001863607,0.002400347,0.0000512956,0.001931123,0.0001788687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183893,"about_ca_system_score_gemma":0.0008033262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001013054,"about_ca_topic_score_gemma":0.0003067007,"domain_scores_codex":[0.9986429,0.00003055846,0.0001925286,0.00007988066,0.0002509217,0.0008032373],"domain_scores_gemma":[0.9995555,0.00002099131,0.0001123754,0.0001536172,0.0001023452,0.00005513288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004579446,0.0000101444,0.00003487569,5.471831e-7,0.000007960612,3.010628e-7,0.0001040549,0.00003253653,0.0007343877,0.8684488,0.000273765,0.130348],"study_design_scores_gemma":[0.0004818593,0.0002225524,0.0009178798,0.000003944564,0.00000407407,0.001087111,0.00008449492,0.0251818,0.0008257656,0.8684071,0.102597,0.0001864136],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1118668,0.00008089236,0.8813778,0.001938121,0.001516137,0.00006196708,3.015424e-7,0.00008714505,0.003070869],"genre_scores_gemma":[0.9969742,0.000241194,0.001773151,0.0003335085,0.0004653083,0.000002431718,0.000002023085,0.000002941902,0.0002053009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8851073,"threshold_uncertainty_score":0.8389875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003536589653876843,"score_gpt":0.2007192283727929,"score_spread":0.197182638718916,"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."}}