{"id":"W4379231030","doi":"10.23977/jeis.2023.080204","title":"Analysis of Computer Network Security and Prevention Technology","year":2023,"lang":"en","type":"article","venue":"Journal of Electronics and Information Science","topic":"Network Packet Processing and Optimization","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Firewall (physics); Application firewall; Context-based access control; Computer science; DMZ; Computer security; Internet security; Network security; Stateful firewall; Network packet; Computer network; Security service; Information security; Business","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":[0.001431136,0.00004133406,0.0001295453,0.0009498891,0.000132676,0.0001501225,0.0002436194,0.00003010721,5.61409e-7],"category_scores_gemma":[0.0000362033,0.00003401187,0.00002575782,0.005801631,0.0001003401,0.003527635,0.00009716841,0.00008841837,3.525203e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001877863,"about_ca_system_score_gemma":0.0001596001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.837575e-7,"about_ca_topic_score_gemma":8.028886e-7,"domain_scores_codex":[0.9992086,0.00001227408,0.0003199388,0.00006263451,0.0002456103,0.0001508935],"domain_scores_gemma":[0.999021,0.00002634778,0.0004411117,0.00008735258,0.0003855628,0.00003863222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001663858,0.00002334193,0.007861722,0.00004108896,0.0001278159,9.229516e-7,0.002861383,0.2762214,0.0001680923,0.2205884,0.0004761645,0.491613],"study_design_scores_gemma":[0.000111067,0.0001723797,0.004902049,0.00001740981,0.00002764614,0.00001417506,0.00002710655,0.9841885,0.0001093068,0.009552166,0.0008380885,0.00004010153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2871351,0.0003430471,0.7117663,0.0004532251,0.0001023942,0.00003311809,2.367064e-7,0.00001994501,0.0001466835],"genre_scores_gemma":[0.982702,0.001287794,0.01592444,0.0000613092,0.00001935727,3.671189e-7,9.369349e-7,7.348083e-7,0.000003039984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7079671,"threshold_uncertainty_score":0.2787491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005327807289168493,"score_gpt":0.2485213227727579,"score_spread":0.2431935154835894,"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."}}