{"id":"W4400980674","doi":"10.1007/978-3-031-65175-5_6","title":"DryJIN: Detecting Information Leaks in Android Applications","year":2024,"lang":"en","type":"book-chapter","venue":"IFIP advances in information and communication technology","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Android (operating system); Computer science; Android application; Computer security; Operating system; Embedded system","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":[0.0003648973,0.00134229,0.0006069851,0.001570299,0.0004298115,0.001433682,0.00102627,0.0008342655,0.009063414],"category_scores_gemma":[0.001525877,0.0005630414,0.0004822407,0.0006337321,0.0004339141,0.002085613,0.001253875,0.001056365,0.006415291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003007614,"about_ca_system_score_gemma":0.0004919319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001776756,"about_ca_topic_score_gemma":0.003772516,"domain_scores_codex":[0.9994336,0.00003714122,0.00002636768,0.00009485873,0.0003530162,0.00005500541],"domain_scores_gemma":[0.9995153,0.000197419,0.00004493985,0.0001217328,0.00008824249,0.00003231559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000461754,0.0001126587,0.004106438,0.00087391,0.00007969873,0.000520025,0.0004761423,0.001986965,0.06347066,0.007100572,0.1578724,0.7629388],"study_design_scores_gemma":[0.0001498872,0.0007849679,0.02172684,0.0005887908,0.0003677453,0.005201502,0.0005335603,0.1728976,0.3262497,0.01665496,0.4544665,0.0003779805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1160266,0.01394035,0.4476785,0.001443801,0.00178899,0.0007230212,0.00800078,0.2802783,0.1301198],"genre_scores_gemma":[0.4318035,0.005557128,0.3216005,0.00106165,0.000425755,0.0002947519,0.01309885,0.01422514,0.2119327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009063414,"threshold_uncertainty_score":0.03032017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005108696514980175,"score_gpt":0.2462468345953561,"score_spread":0.241138138080376,"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."}}