{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007500758,0.0004625336,0.0005313768,0.0001855624,0.0004072885,0.0006253481,0.0006849914,0.000759601,0.000004574012],"category_scores_gemma":[0.0000928122,0.0003333025,0.0001371081,0.0001944453,0.00005489906,0.0001890529,0.0003226238,0.001443875,0.00000513039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009941615,"about_ca_system_score_gemma":0.00003362243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002469403,"about_ca_topic_score_gemma":0.002340268,"domain_scores_codex":[0.9978654,0.00005906606,0.0004621338,0.0007071995,0.0004078592,0.0004983826],"domain_scores_gemma":[0.9976897,0.001155307,0.0003606524,0.0006535017,0.00005815109,0.00008265322],"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":[0.00005360589,0.0000256538,0.001301952,0.0006316946,0.0003267177,0.0003750857,0.003820673,0.4598829,0.00001857207,0.01307127,0.001314201,0.5191777],"study_design_scores_gemma":[0.0003035096,0.000123537,0.0006006286,0.001847275,0.00003703717,0.000207086,0.00003672831,0.972096,0.00001536141,0.009538913,0.01444053,0.0007533907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0007566966,0.01313521,0.9680644,0.0006717591,0.01053403,0.00105809,0.00002514558,0.0006209044,0.00513375],"genre_scores_gemma":[0.9903637,0.0007394525,0.0003308391,0.000547969,0.002987894,0.00003225017,0.00004342058,0.0001074968,0.004846942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.989607,"threshold_uncertainty_score":0.9999119,"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."}}