{"id":"W4402263667","doi":"10.1109/sp54263.2024.00143","title":"A Systematic Study of Physical Sensor Attack Hardness","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science","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":[0.008184414,0.001345276,0.001142467,0.007122019,0.001503032,0.003099943,0.001837055,0.001488697,0.00377624],"category_scores_gemma":[0.08882981,0.001114539,0.002072623,0.003590305,0.003066274,0.01005626,0.003202147,0.003390531,0.0006063597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002592501,"about_ca_system_score_gemma":0.003010839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002142028,"about_ca_topic_score_gemma":0.002994382,"domain_scores_codex":[0.982028,0.004047606,0.001678124,0.003010296,0.008186333,0.001049542],"domain_scores_gemma":[0.775943,0.1729815,0.0187804,0.01714956,0.01332775,0.001817799],"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":[0.0009967868,0.001127909,0.2221463,0.0116229,0.001321012,0.001613318,0.004652323,0.1100464,0.02519893,0.1446057,0.01952018,0.4571483],"study_design_scores_gemma":[0.0002161725,0.003023403,0.1758346,0.004305173,0.001286737,0.007559285,0.005961415,0.5113052,0.02910443,0.1900459,0.0707837,0.0005738498],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5713864,0.01688,0.3615901,0.003619063,0.0004352218,0.002156826,0.004730332,0.002401145,0.0368009],"genre_scores_gemma":[0.9095962,0.005155746,0.07904713,0.0004199625,0.0001988862,0.0006699995,0.002317154,0.0003458522,0.002249124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008184414,"threshold_uncertainty_score":0.04328388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262045866335945,"score_gpt":0.3211349078951661,"score_spread":0.2985144492318067,"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."}}