{"id":"W4402956449","doi":"10.18280/mmep.110930","title":"Secure Data Hiding Technique for Video Steganography","year":2024,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Advanced Steganography and Watermarking Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Steganography; Information hiding; Computer science; Steganography tools; Computer security; Artificial intelligence; Embedding","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":[0.0005905021,0.0002011961,0.0002050812,0.0002264584,0.00009493611,0.0003514223,0.0006536145,0.00008679068,6.167513e-7],"category_scores_gemma":[0.0000190026,0.0001688312,0.0000712102,0.0003341731,0.0000255832,0.000603326,0.0002603771,0.0002118459,0.000001249137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009621202,"about_ca_system_score_gemma":0.00001050555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001003138,"about_ca_topic_score_gemma":5.107436e-8,"domain_scores_codex":[0.9987619,0.000009238397,0.0002652023,0.0005126708,0.0001324901,0.0003185112],"domain_scores_gemma":[0.9990175,0.0002350678,0.00002363934,0.000615277,0.00002480818,0.00008375596],"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":[0.000003070216,0.00003930548,0.000002407756,0.004392935,0.00007591636,0.00001236063,0.0008565794,0.08023918,0.003659942,0.9060904,0.0002265985,0.004401301],"study_design_scores_gemma":[0.00003389976,0.00002876961,6.821952e-8,0.0007207743,0.00001085364,0.00003237363,0.000002058705,0.7291501,0.001711944,0.2628466,0.005291563,0.0001709687],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001506238,0.001347651,0.9961666,0.0001550967,0.000104402,0.0004528436,0.00001146219,0.001507939,0.0001033477],"genre_scores_gemma":[0.229002,0.00007576666,0.7706149,0.00001542307,0.00004386864,0.0001972377,0.000007078859,0.00002926518,0.00001447713],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6489109,"threshold_uncertainty_score":0.6884738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03961422698844728,"score_gpt":0.2545791035450232,"score_spread":0.2149648765565759,"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."}}