{"id":"W4293771496","doi":"","title":"WaveAtlas: surfing through the landscape of current malware packers","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Malware; Current (fluid); Computer science; Computer security; Geology; Oceanography","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":[0.001140457,0.0008644398,0.0004912512,0.003216532,0.001226852,0.004437776,0.001149372,0.001446187,0.01565476],"category_scores_gemma":[0.006403417,0.0004704238,0.000517785,0.00203027,0.001040302,0.007484614,0.00306924,0.001863675,0.007502407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006381031,"about_ca_system_score_gemma":0.0008023492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00290415,"about_ca_topic_score_gemma":0.006161162,"domain_scores_codex":[0.9990619,0.0001853694,0.00002569922,0.000120458,0.0004867364,0.0001198208],"domain_scores_gemma":[0.9968889,0.001363779,0.0002622653,0.0005110138,0.0004843798,0.0004896509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001311206,0.0001612707,0.01722798,0.0008245179,0.0001213787,0.0009097973,0.00459613,0.00622632,0.02240494,0.02454293,0.5073664,0.4143071],"study_design_scores_gemma":[0.0001486711,0.0006198707,0.01802628,0.0004812855,0.0001410961,0.001950996,0.006566794,0.1079712,0.02377708,0.045008,0.7950571,0.0002516674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3131645,0.01280445,0.2162915,0.03043844,0.004679022,0.0006390023,0.03048077,0.1980854,0.1934169],"genre_scores_gemma":[0.7564412,0.005705198,0.09730948,0.003663786,0.001657685,0.0004155969,0.02391343,0.01777748,0.0931161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01565476,"threshold_uncertainty_score":0.05237031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812011709238253,"score_gpt":0.2707427253260895,"score_spread":0.2426226082337069,"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."}}