{"id":"W2133271279","doi":"10.1109/malware.2009.5403013","title":"Malware authors don't learn, and that's good!","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Malware; Botnet; Computer science; Cryptovirology; Malware analysis; Computer security; Upload; Cryptography; 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":[0.002263584,0.001197553,0.0007366637,0.001686792,0.00383116,0.007684727,0.0009028793,0.003474463,0.02949282],"category_scores_gemma":[0.02202997,0.000642413,0.0005578282,0.001214755,0.003201013,0.01320349,0.003194165,0.004694572,0.04316898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001740961,"about_ca_system_score_gemma":0.002151387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238022,"about_ca_topic_score_gemma":0.004475007,"domain_scores_codex":[0.9964446,0.0005643875,0.0001666472,0.0003941563,0.001953296,0.0004768548],"domain_scores_gemma":[0.9830238,0.003706644,0.001727214,0.003000597,0.007224305,0.001317462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001914954,0.0001366863,0.01617495,0.0003476,0.00006472323,0.001025411,0.003796543,0.0004767618,0.003353047,0.03175552,0.6066089,0.3360684],"study_design_scores_gemma":[0.00001669676,0.00009690268,0.003848952,0.0003192421,0.00003503704,0.002570111,0.002304921,0.000985031,0.003490174,0.01657422,0.9696704,0.00008836563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07165588,0.0163177,0.04359578,0.2669235,0.0297044,0.0004611863,0.003182562,0.01430813,0.5538508],"genre_scores_gemma":[0.3012852,0.01214028,0.02882607,0.07330213,0.005593875,0.0002565052,0.003215458,0.004072176,0.5713083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02949282,"threshold_uncertainty_score":0.09866333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135281413737803,"score_gpt":0.257428483071791,"score_spread":0.2439003416980107,"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."}}