{"id":"W4402860132","doi":"10.1145/3697014","title":"ZigZagFuzz: Interleaved Fuzzing of Program Options and Files","year":2024,"lang":"en","type":"article","venue":"ACM Transactions on Software Engineering and Methodology","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"Samsung; Hanyang University","keywords":"Fuzz testing; Computer science; Programming language; Software","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":[0.0005249212,0.0001482481,0.0002165656,0.0003328029,0.00007102237,0.00006721029,0.0002408349,0.0001057109,0.00000340418],"category_scores_gemma":[0.0008699887,0.0001399669,0.00005801198,0.0003096962,0.00006485175,0.0001421528,0.00003011669,0.0002648188,0.000001244782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001429867,"about_ca_system_score_gemma":0.00002408228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002671789,"about_ca_topic_score_gemma":0.000001085373,"domain_scores_codex":[0.9991136,0.00009256959,0.0001945248,0.0003356396,0.0000756357,0.0001880968],"domain_scores_gemma":[0.9964198,0.003077278,0.00002396368,0.000371987,0.00003599969,0.00007090285],"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":[0.000003528185,0.00003474136,0.00006664998,0.0001996959,0.00005649789,0.000008809383,0.0008396364,0.0008568038,0.0005110416,0.003041849,0.0000807321,0.9943],"study_design_scores_gemma":[0.001686817,0.005526201,0.01133772,0.005234015,0.0005787519,0.003745048,0.0002304768,0.7117532,0.04627853,0.1827183,0.02763693,0.00327398],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00658927,0.001378592,0.9831352,0.0001863815,0.0003806154,0.000115261,0.000006750146,0.008202528,0.000005352024],"genre_scores_gemma":[0.1490934,0.0001719036,0.850579,0.00002505699,0.00001689373,0.00006220063,0.000001160408,0.00001570271,0.00003470623],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.991026,"threshold_uncertainty_score":0.5707685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08854984899731846,"score_gpt":0.3434553731509923,"score_spread":0.2549055241536738,"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."}}