{"id":"W4396980827","doi":"10.1109/isqed60706.2024.10528770","title":"Automated Assertion Checker Generator and Information Flow Tracking for Security Verification","year":2024,"lang":"en","type":"article","venue":"","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Assertion; Computer science; Information flow; Generator (circuit theory); Formal verification; Computer security; Programming language; Power (physics)","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":[0.003764039,0.001371541,0.0007246603,0.002388163,0.0005748054,0.001418337,0.001629006,0.0009251465,0.007508826],"category_scores_gemma":[0.01576701,0.0007830298,0.001374197,0.0007825822,0.001155728,0.002456745,0.001258807,0.001516387,0.002277254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009589347,"about_ca_system_score_gemma":0.003134638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002212037,"about_ca_topic_score_gemma":0.002403064,"domain_scores_codex":[0.9953133,0.001633318,0.000375913,0.000672504,0.001698148,0.0003069091],"domain_scores_gemma":[0.9821354,0.01070769,0.001547349,0.003650208,0.001813678,0.0001456566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009307813,0.0005627137,0.00658133,0.00107991,0.0002515023,0.001458189,0.0007844474,0.1308617,0.08080565,0.08497973,0.0240647,0.6676394],"study_design_scores_gemma":[0.0002200537,0.0003112083,0.0006930899,0.0001967419,0.00009359865,0.0007242727,0.00005078945,0.811474,0.1349146,0.03155262,0.01967161,0.00009738726],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006477436,0.00007150618,0.9614981,0.00009050139,0.0000463075,0.0001430487,0.0003145855,0.02999966,0.001358789],"genre_scores_gemma":[0.2364573,0.0001695774,0.7546096,0.0002541205,0.0000621131,0.0004648503,0.001463377,0.003503442,0.003015614],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007508826,"threshold_uncertainty_score":0.02511948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196052131536083,"score_gpt":0.2766176961567687,"score_spread":0.2570124830031604,"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."}}