{"id":"W4205161653","doi":"10.5539/cis.v15n1p57","title":"MiniWarner: An Novel and Automatic Malicious Phishing Mini-apps Detection Approach","year":2022,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phishing; Computer science; Upload; World Wide Web; Malware; Computer security; Internet privacy; The Internet","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115702,0.002134582,0.001141525,0.005239833,0.0008059953,0.001488944,0.001665712,0.001637109,0.002120402],"category_scores_gemma":[0.004934292,0.000593235,0.001305113,0.001135901,0.0007492314,0.004086864,0.002220937,0.002156107,0.00314107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005596355,"about_ca_system_score_gemma":0.001755309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004483978,"about_ca_topic_score_gemma":0.009349555,"domain_scores_codex":[0.9972401,0.0003418106,0.0002380418,0.0007627811,0.001189385,0.0002279533],"domain_scores_gemma":[0.9967561,0.0009369574,0.0005471602,0.0004439314,0.001170774,0.0001450822],"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":[0.0006198419,0.0008221318,0.02189888,0.001276099,0.0002455983,0.002584062,0.001519833,0.004237018,0.1108641,0.005791522,0.05358548,0.7965554],"study_design_scores_gemma":[0.0001367152,0.001113265,0.024014,0.0004020632,0.0004090824,0.006908429,0.002023033,0.6929982,0.1606882,0.01907698,0.09180086,0.0004292027],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1488784,0.003723945,0.7134123,0.001599771,0.0006742483,0.002378159,0.006968741,0.1059321,0.0164324],"genre_scores_gemma":[0.409255,0.001520604,0.5480102,0.001740725,0.0002745334,0.0008332189,0.01556917,0.001651802,0.02114473],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005239833,"threshold_uncertainty_score":0.008915722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221780772102414,"score_gpt":0.23616742804746,"score_spread":0.2239496203264358,"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."}}