{"id":"W1548119141","doi":"","title":"Two techniques for detecting packed portable executable files","year":2013,"lang":"en","type":"article","venue":"International Conference on Information Society","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Executable; Evasion (ethics); Computer science; Intrusion detection system; Operating system; Embedded system; Data mining","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":[],"consensus_categories":[],"category_scores_codex":[0.0002718162,0.0001712069,0.0001399189,0.0001235935,0.0002145383,0.0006308216,0.0007475583,0.00009366813,0.0002507646],"category_scores_gemma":[0.0001345823,0.0001672863,0.0001451683,0.0001954224,0.00004188348,0.005511446,0.0001520041,0.0001817647,0.0001282354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001643294,"about_ca_system_score_gemma":0.0000816043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007320443,"about_ca_topic_score_gemma":0.000002142689,"domain_scores_codex":[0.9986918,0.00001495173,0.000444398,0.0002145163,0.0003815395,0.0002528261],"domain_scores_gemma":[0.9980407,0.0000965318,0.000340383,0.0003172454,0.001138254,0.00006684504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001365816,0.0000433214,0.00006886718,0.00003259525,0.00005559565,2.410345e-7,0.001375978,0.00008410591,0.006114015,0.5636538,0.03120116,0.3973566],"study_design_scores_gemma":[0.0008300432,0.0002857513,0.0001916832,0.0001214468,0.000005906683,0.00002333141,0.001483016,0.4439557,0.2872657,0.1715192,0.09362569,0.0006925708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0008377556,0.000002586839,0.9674355,0.001273556,0.0003386461,0.0006367497,0.00002517071,0.001041501,0.0284085],"genre_scores_gemma":[0.541521,0.0000310664,0.4546117,0.002097166,0.00008702429,0.001024257,0.00005286409,0.000009767626,0.000565121],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5406833,"threshold_uncertainty_score":0.6821737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252206102792183,"score_gpt":0.301694235128827,"score_spread":0.2764736248496087,"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."}}