{"id":"W4410560128","doi":"10.18280/isi.300402","title":"Efficient Lightweight Cryptographic Framework for Securing Medical Images in IoT Systems","year":2025,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Chaos-based Image/Signal Encryption","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Sfax; Mustansiriyah University","keywords":"Computer science; Cryptography; Internet of Things; Computer security; Cryptographic primitive; Cryptographic protocol","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005642846,0.0003588565,0.0003810134,0.0005373671,0.000444545,0.0008464391,0.0005467224,0.0003963849,0.001544077],"category_scores_gemma":[0.0008241464,0.0001627527,0.0004195087,0.0003628731,0.0004826737,0.001292049,0.0008404832,0.0005631896,0.0005245339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005153062,"about_ca_system_score_gemma":0.0009800438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004424873,"about_ca_topic_score_gemma":0.000399971,"domain_scores_codex":[0.9995295,0.00009333267,0.00004801171,0.00004984411,0.0002183179,0.0000610626],"domain_scores_gemma":[0.9996936,0.00007605006,0.00005543106,0.00007669347,0.00007823393,0.00002011555],"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":[0.0008765392,0.0002062419,0.001642585,0.0006296302,0.0001179619,0.001168373,0.0004296986,0.1819201,0.2389452,0.336076,0.006316185,0.2316715],"study_design_scores_gemma":[0.00007784343,0.0003674473,0.0004749318,0.00005817058,0.00005403697,0.0007420187,0.0000807195,0.9041381,0.04717102,0.031104,0.01568761,0.00004408072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02312212,0.0005944119,0.9721835,0.000207718,0.0000691446,0.0001849647,0.0000499848,0.0006280526,0.002960152],"genre_scores_gemma":[0.7871167,0.0007555796,0.2076032,0.00009936942,0.0001184244,0.0002635735,0.0001392682,0.00004179061,0.00386207],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001544077,"threshold_uncertainty_score":0.005165517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008362082219274052,"score_gpt":0.2489704353715942,"score_spread":0.2406083531523201,"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."}}