{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003519329,0.0009118749,0.001104294,0.001577384,0.001330658,0.005363164,0.001218206,0.00328858,0.01473995],"category_scores_gemma":[0.02351714,0.0006061167,0.0009303307,0.001186461,0.006192705,0.01270322,0.003580774,0.005324813,0.002583529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002310386,"about_ca_system_score_gemma":0.0013717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005023089,"about_ca_topic_score_gemma":0.00027139,"domain_scores_codex":[0.995908,0.001235134,0.0002101748,0.0007011516,0.001429359,0.0005161056],"domain_scores_gemma":[0.9878234,0.00569651,0.0008421983,0.004018047,0.001241966,0.0003778285],"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":[0.00002639837,0.00001397957,0.0001120736,0.00002430665,0.00001095366,0.00004052904,0.00006888089,0.0006328946,0.0001463042,0.9927047,0.002110263,0.004108837],"study_design_scores_gemma":[0.00000794178,0.00000786796,0.00004304847,0.000009864587,0.000008145324,0.00007044792,0.00002125586,0.003714002,0.0002564424,0.9929968,0.002859507,0.000004858565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07490718,0.002092903,0.3054713,0.02834067,0.0007890195,0.0002405499,0.0005460205,0.0009588653,0.5866536],"genre_scores_gemma":[0.9278856,0.001068934,0.01239105,0.002255631,0.0005107606,0.0001392037,0.0001495277,0.0001556143,0.05544365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01473995,"threshold_uncertainty_score":0.04931009,"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."}}