{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00446048,0.0003927548,0.0004597232,0.0001748454,0.0002875708,0.0003555514,0.003641941,0.0002414121,0.00002715869],"category_scores_gemma":[0.001439007,0.0003332048,0.0002587239,0.0007005864,0.000282468,0.0004012242,0.003979244,0.0009646942,0.00001906591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001475622,"about_ca_system_score_gemma":0.0004557122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004018243,"about_ca_topic_score_gemma":0.0003452727,"domain_scores_codex":[0.9938732,0.003440179,0.0006827497,0.0009009045,0.0007080354,0.0003949279],"domain_scores_gemma":[0.9904479,0.001182968,0.0009269657,0.003952209,0.003354838,0.0001351305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002958041,0.0009693381,0.001789257,0.0007967754,0.000217581,0.00001313649,0.05032354,0.001458063,0.001304514,0.493073,0.02258011,0.4274451],"study_design_scores_gemma":[0.001607362,0.000006232279,0.001694271,0.008532417,0.0001522821,0.00007910951,0.001045913,0.10105,0.3275332,0.3460747,0.2096813,0.002543099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005693748,0.002875704,0.9705184,0.005070291,0.0005699407,0.0005805356,0.00004864066,0.0007332791,0.01390946],"genre_scores_gemma":[0.7263006,0.001385532,0.2702242,0.0001019156,0.00004897766,0.0001750325,0.0001620919,0.00006395455,0.001537656],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7206069,"threshold_uncertainty_score":0.999912,"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."}}