{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002988377,0.001094743,0.00107661,0.001386224,0.00077214,0.001241809,0.003904948,0.000443716,0.001164691],"category_scores_gemma":[0.001667122,0.001109348,0.0005119322,0.005277169,0.0005368126,0.001797036,0.002290748,0.001444793,0.001210199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009406587,"about_ca_system_score_gemma":0.003754846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005797275,"about_ca_topic_score_gemma":0.00002699169,"domain_scores_codex":[0.9900316,0.0004903903,0.001626084,0.003146476,0.002909439,0.001795987],"domain_scores_gemma":[0.9947472,0.0006800723,0.000301537,0.001848605,0.001098669,0.001323977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006268204,0.008422613,0.0005759168,0.0008871217,0.0008174577,0.0002249118,0.002943442,0.001956371,0.08222608,0.3775167,0.1705157,0.3532868],"study_design_scores_gemma":[0.005363428,0.001041876,0.007137668,0.0009534872,0.0002254384,0.0006316538,0.0003124542,0.8661433,0.07864561,0.00687455,0.0299736,0.00269694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001997103,0.000399527,0.8669124,0.01182613,0.00194214,0.001472895,0.00003239671,0.0006285153,0.1147889],"genre_scores_gemma":[0.6723364,0.0001195042,0.2976108,0.01485508,0.0007321527,0.0003845798,0.00003299593,0.00007613417,0.01385234],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8641869,"threshold_uncertainty_score":0.999795,"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."}}