{"id":"W4414196972","doi":"10.1109/dac63849.2025.11133019","title":"Towards Secure Data Management using Multi-Cryptographic Solutions (Invited)","year":2025,"lang":"en","type":"article","venue":"","topic":"Chaos-based Image/Signal Encryption","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Outsourcing; Cryptography; Data management; Data security; Cryptographic protocol; Key management; Confidentiality; Data access","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":[0.007155078,0.0008763048,0.0008664337,0.001934318,0.001755117,0.005720179,0.002564096,0.002466014,0.003179337],"category_scores_gemma":[0.006486247,0.000896475,0.001638798,0.001808768,0.003327565,0.01236957,0.01108009,0.005607994,0.002313599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002030812,"about_ca_system_score_gemma":0.002519815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004155259,"about_ca_topic_score_gemma":0.0005009823,"domain_scores_codex":[0.9927294,0.001417403,0.0006756599,0.0007405636,0.003668156,0.0007688751],"domain_scores_gemma":[0.9935948,0.0008951157,0.0006484639,0.003497305,0.001094042,0.000270221],"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":[0.0001441258,0.0001297078,0.0005258785,0.0003790598,0.00006817323,0.0002019598,0.0003830517,0.009368739,0.01613773,0.8311028,0.00704191,0.1345169],"study_design_scores_gemma":[0.0000760835,0.0001608953,0.0003437199,0.0003176763,0.00004952954,0.0008928434,0.0003758594,0.1817663,0.03838577,0.6854184,0.0921111,0.0001017793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01070398,0.00303662,0.9713879,0.006220025,0.0003808794,0.0001763962,0.00006730929,0.0005674406,0.007459461],"genre_scores_gemma":[0.3095482,0.003790506,0.6727085,0.001739318,0.0005183775,0.0002822081,0.0002028142,0.0001574003,0.01105268],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007155078,"threshold_uncertainty_score":0.03784013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09923765086075048,"score_gpt":0.3301336731857021,"score_spread":0.2308960223249516,"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."}}