{"id":"W4385243334","doi":"10.1007/978-981-99-3243-6_21","title":"I Am Bot the “Fish Finder”: Detecting Malware that Targets Online Gaming Platform","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Phishing; Malware; Computer science; Random forest; Feature selection; AdaBoost; Decision tree; Machine learning; Computer security; Artificial intelligence; Support vector machine; World Wide Web; The Internet","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":[0.0001808638,0.0009372213,0.000284902,0.0007577517,0.0005422462,0.0007835836,0.0005238348,0.001088837,0.008506556],"category_scores_gemma":[0.0007790694,0.0003301313,0.0002734087,0.0002746696,0.0003770379,0.001503287,0.0005005884,0.0009195203,0.008033051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002777416,"about_ca_system_score_gemma":0.0003662492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004075687,"about_ca_topic_score_gemma":0.007496551,"domain_scores_codex":[0.9998586,0.00001247419,0.000003339966,0.00002751292,0.00007394434,0.0000241951],"domain_scores_gemma":[0.9997886,0.00007159195,0.0000181108,0.00001992668,0.00006176087,0.00004001223],"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":[0.0001791789,0.000192996,0.01026295,0.0001376476,0.00004944889,0.0005026697,0.0004759054,0.002203243,0.02416613,0.004141383,0.3518376,0.6058508],"study_design_scores_gemma":[0.00006114785,0.001433899,0.0427808,0.000416482,0.0002029432,0.009288478,0.00143772,0.1777872,0.1192962,0.02226294,0.6248038,0.0002284245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3144554,0.007753195,0.2107376,0.01496285,0.004832193,0.0006229965,0.004779068,0.05407901,0.3877776],"genre_scores_gemma":[0.3733881,0.003469012,0.1274544,0.00512976,0.0009706647,0.000121443,0.004269202,0.001960352,0.483237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008506556,"threshold_uncertainty_score":0.02845728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03838928657771445,"score_gpt":0.2323479404531486,"score_spread":0.1939586538754342,"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."}}