{"id":"W4220912467","doi":"10.18280/ijsse.120110","title":"Effectiveness of Forensic Firewall in Protection of Devices from Cyberattacks","year":2022,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Umm Al-Qura University","keywords":"Firewall (physics); Malware; Computer security; Phishing; Computer science; Identity theft; Internet privacy; Software; The Internet; World Wide Web; Business; Operating system","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":[0.003310105,0.0004116548,0.0003197991,0.0006606083,0.0007356577,0.001313953,0.0005002707,0.001001088,0.003637547],"category_scores_gemma":[0.01056519,0.0001414546,0.0003138136,0.0003015352,0.0008239246,0.002303978,0.0004870686,0.000507593,0.0003608081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004526016,"about_ca_system_score_gemma":0.000604633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002998927,"about_ca_topic_score_gemma":0.0002844924,"domain_scores_codex":[0.9966184,0.001960323,0.0001984514,0.0002440817,0.0007419072,0.0002368161],"domain_scores_gemma":[0.983725,0.0111797,0.001527693,0.00161945,0.001576293,0.0003718624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01560345,0.02207069,0.05544524,0.003633759,0.0003293004,0.001249948,0.005724922,0.01474077,0.2744569,0.02071094,0.003385666,0.5826485],"study_design_scores_gemma":[0.0006592954,0.06532288,0.09632325,0.0009842949,0.0008825246,0.002247373,0.008844642,0.04556313,0.7545403,0.008291928,0.01613412,0.0002063159],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834833,0.0006512579,0.003405223,0.0002447545,0.00006993754,0.0001391242,0.00004167699,0.0000947052,0.01186997],"genre_scores_gemma":[0.9969817,0.0001981759,0.001824007,0.00003564739,0.00001017438,0.00002476354,0.00002294788,0.000005280564,0.0008973535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003637547,"threshold_uncertainty_score":0.01750571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005799513916584754,"score_gpt":0.2091710296914689,"score_spread":0.2033715157748841,"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."}}