{"id":"W4415934181","doi":"10.1109/nof66640.2025.11223323","title":"Smart Encryption: A Novel Hybrid Approach to Selectively Encrypt Medical Images","year":2025,"lang":"","type":"article","venue":"","topic":"Chaos-based Image/Signal Encryption","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Encryption; Pixel; Robustness (evolution); Multiple encryption; Probabilistic encryption; Cryptography; 40-bit encryption; Image segmentation; Signcryption","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":[0.0005749566,0.0004446728,0.0004228091,0.0006319971,0.0002955976,0.0007028921,0.0007850676,0.000530485,0.001456939],"category_scores_gemma":[0.001041434,0.0001897285,0.00054625,0.000327018,0.0005570177,0.001558459,0.001166671,0.0005980731,0.0007593025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003176675,"about_ca_system_score_gemma":0.000461045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000293719,"about_ca_topic_score_gemma":0.0004293728,"domain_scores_codex":[0.9993902,0.0001120365,0.00005012015,0.0000824933,0.0002895104,0.00007557632],"domain_scores_gemma":[0.9994078,0.0001625088,0.00007663731,0.000194851,0.0001283126,0.00002991844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006763079,0.0001947154,0.002310787,0.0003610079,0.0002198328,0.0007224833,0.0003341275,0.06790467,0.4839225,0.0699194,0.005004053,0.3684301],"study_design_scores_gemma":[0.00005642006,0.0006292675,0.001133147,0.00004224217,0.00008798299,0.002098225,0.0001045416,0.6934547,0.2646779,0.02022785,0.01741394,0.00007375199],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.042629,0.0007096514,0.9526715,0.0002182725,0.00006302672,0.0001084766,0.00007215817,0.000786196,0.002741734],"genre_scores_gemma":[0.7079254,0.0007883071,0.2849317,0.0002554964,0.00007420217,0.0001303875,0.0002183222,0.0001111554,0.005565033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001456939,"threshold_uncertainty_score":0.004873991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448797746964228,"score_gpt":0.2624500326182514,"score_spread":0.2479620551486091,"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."}}