{"id":"W4412927428","doi":"10.18280/ijsse.150603","title":"New Approach to Image Encryption Based on Large Invertible Pseudo-Random Matrices","year":2025,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Chaos-based Image/Signal Encryption","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invertible matrix; Encryption; Image (mathematics); Computer science; Mathematics; Theoretical computer science; Artificial intelligence; Computer security; Pure mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006112725,0.0001320262,0.0001813544,0.0006083092,0.00004795051,0.0001950635,0.0005957636,0.00005122802,0.00001665085],"category_scores_gemma":[0.0001746229,0.0001268501,0.00009484291,0.0003378649,0.000007758503,0.0006865538,0.0001092849,0.0002533962,0.000008427736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149732,"about_ca_system_score_gemma":0.0001094099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001801303,"about_ca_topic_score_gemma":0.000001398313,"domain_scores_codex":[0.9987872,0.00003167661,0.0003769412,0.0001892707,0.0004570171,0.0001578578],"domain_scores_gemma":[0.9992298,0.0001650936,0.0001165235,0.000133258,0.0002249334,0.0001304288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002883152,0.0009275257,0.0005169043,0.0003325677,0.0004890158,0.00019659,0.003785302,0.574008,0.05034991,0.3112034,0.008379763,0.04692793],"study_design_scores_gemma":[0.002314833,0.0000773423,0.001130175,0.0002724202,0.00001326702,0.00004204737,0.00002124743,0.9844481,0.002886294,0.001570072,0.007070323,0.0001539093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004072553,0.0001033419,0.9912524,0.00240787,0.0007189598,0.00008827548,0.000006174623,0.00004181694,0.001308605],"genre_scores_gemma":[0.8458958,0.0001147402,0.1526925,0.0009374808,0.0002805683,0.000002440846,0.000005725454,0.000009315682,0.00006144115],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8418233,"threshold_uncertainty_score":0.5172797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005019497474400062,"score_gpt":0.2293628289444368,"score_spread":0.2243433314700368,"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."}}