{"id":"W3039902903","doi":"10.1515/nanoph-2020-0049","title":"Robust optical physical unclonable function using disordered photonic integrated circuits","year":2020,"lang":"en","type":"article","venue":"Nanophotonics","topic":"Physical Unclonable Functions (PUFs) and Hardware Security","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Air Force Office of Scientific Research; Clemson University","keywords":"Physical unclonable function; Photonics; Robustness (evolution); Polarization (electrochemistry); Interferometry; Optoelectronics; Materials science; Computer science; Nanotechnology; Physics; Optics; Cryptography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001805358,0.0001956383,0.0001493944,0.0001735705,0.0001751216,0.0004801299,0.000510967,0.0002805095,0.000763073],"category_scores_gemma":[0.0005029672,0.0001378773,0.00009379999,0.0001499672,0.0007475815,0.0004121611,0.0003892169,0.0002947297,0.0001559721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007003456,"about_ca_system_score_gemma":0.0002475836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004384289,"about_ca_topic_score_gemma":0.0005276878,"domain_scores_codex":[0.9998592,0.00001376762,0.000006360296,0.00003519979,0.00005586579,0.00002962407],"domain_scores_gemma":[0.9996741,0.00008281535,0.0001190119,0.00005705604,0.00004211617,0.00002499602],"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":[0.0001478359,0.00007730923,0.0008180194,0.00008166035,0.00001346582,0.0001677003,0.00008800795,0.01016827,0.9515523,0.02175068,0.0006669963,0.0144678],"study_design_scores_gemma":[0.00004837571,0.0002675792,0.0007577721,0.00001234513,0.00001257468,0.0001229008,0.00002818439,0.1437777,0.8463712,0.002973335,0.005595393,0.00003262721],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9125991,0.0004484338,0.07637744,0.0005075807,0.0001753095,0.00005503032,0.0002112213,0.0009534953,0.008672414],"genre_scores_gemma":[0.9889924,0.00009765681,0.009957842,0.00004946836,0.0000113149,0.00001542611,0.00002777126,0.00001871008,0.0008293506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000763073,"threshold_uncertainty_score":0.005081356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04232727221953289,"score_gpt":0.2315486151995665,"score_spread":0.1892213429800337,"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."}}