{"id":"W4388820911","doi":"10.1109/paine58317.2023.10317997","title":"Exploring Security of Embedded SRAM in PIC and RISC-V Chips: Insights from Image Processing of Low-Cost Photon Emission Microscopy","year":2023,"lang":"en","type":"article","venue":"","topic":"Integrated Circuits and Semiconductor Failure Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Static random-access memory; Microcontroller; Computer science; Embedded system; Block (permutation group theory); Computer hardware; Photon; Image processing; Chip; Image (mathematics); Physics; Optics; Artificial intelligence; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002622843,0.0002737579,0.0001839645,0.0004875724,0.0001821652,0.0003519217,0.0003123227,0.0003613817,0.0007796706],"category_scores_gemma":[0.0007267395,0.0001324969,0.0001558272,0.0001938354,0.0005102557,0.000552922,0.0002775206,0.0003647388,0.0001429474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002588612,"about_ca_system_score_gemma":0.0001469316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002855797,"about_ca_topic_score_gemma":0.0004229215,"domain_scores_codex":[0.9998865,0.00001489294,0.000003777301,0.00001652944,0.00005936205,0.00001890305],"domain_scores_gemma":[0.9996319,0.0001779905,0.00007726543,0.0000389646,0.00006215965,0.00001174553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002176825,0.00007575924,0.009179708,0.0002056129,0.0000270053,0.001048083,0.0004443782,0.0177317,0.9229671,0.00557081,0.0003114268,0.04222084],"study_design_scores_gemma":[0.000008193651,0.0004200305,0.02623262,0.00003855907,0.00002584954,0.001336967,0.0004992417,0.2249621,0.7402818,0.003695104,0.002457757,0.0000418534],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883792,0.0006485677,0.106818,0.0001648144,0.00001797273,0.00003869908,0.00006388772,0.0003104683,0.0035585],"genre_scores_gemma":[0.9785921,0.0002346842,0.020242,0.00003213283,0.000006099802,0.00001293158,0.0000351021,0.0000270155,0.0008178719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007796706,"threshold_uncertainty_score":0.00260824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678328941117635,"score_gpt":0.245734252664369,"score_spread":0.2189509632531926,"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."}}