{"id":"W2892178824","doi":"10.1109/cbi.2018.10053","title":"Malwareless Web-Analytics Pollution (MWAP): A Very Simple Yet Invincible Attack","year":2018,"lang":"en","type":"article","venue":"","topic":"Web Application Security Vulnerabilities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Web analytics; Analytics; Computer science; World Wide Web; Computer security; Malware; Web page; Web development; Data science; Web application security","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":[0.0005758706,0.0009773211,0.0006788126,0.0008142933,0.0005625611,0.001084024,0.0006893405,0.001256489,0.0008812245],"category_scores_gemma":[0.002793965,0.0001839536,0.000457785,0.0004350352,0.0006767777,0.001994435,0.001116856,0.001235115,0.0007730717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725215,"about_ca_system_score_gemma":0.0002867611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007241722,"about_ca_topic_score_gemma":0.0007333359,"domain_scores_codex":[0.9983504,0.0002880874,0.00008439823,0.0002924556,0.0007705509,0.000214063],"domain_scores_gemma":[0.9976475,0.0008674326,0.0003560525,0.0006609827,0.0002774305,0.0001906337],"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":[0.003408642,0.0026459,0.1116064,0.001774132,0.0007656717,0.005864412,0.001090314,0.04496594,0.3220576,0.01162222,0.02756864,0.4666301],"study_design_scores_gemma":[0.0001373834,0.005207695,0.06809071,0.0002324993,0.0003524643,0.01732217,0.0008710225,0.5816043,0.2960964,0.007259747,0.02261786,0.0002076773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9072314,0.001180882,0.07118122,0.0006264895,0.0001988817,0.0004909855,0.0008061109,0.00902671,0.009257342],"genre_scores_gemma":[0.9757176,0.0001726975,0.02177317,0.0002671772,0.00002676101,0.00005933012,0.0004441748,0.0001118835,0.001427187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001256489,"threshold_uncertainty_score":0.003045559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03850189112695337,"score_gpt":0.2936984672153836,"score_spread":0.2551965760884302,"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."}}