{"id":"W4385327837","doi":"10.48550/arxiv.2307.13952","title":"Security Weaknesses in IoT Management Platforms","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Internet of Things; Computer security; Computer science; Authentication (law); Key (lock); Set (abstract data type); World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002599763,0.0003069645,0.0003036367,0.0007643285,0.00009064811,0.00007931537,0.001981543,0.0002624801,0.00001104369],"category_scores_gemma":[0.00002063752,0.0003680714,0.0001379164,0.001266234,0.0000672243,0.000361975,0.004210277,0.0006561209,0.0001267788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003964134,"about_ca_system_score_gemma":0.00005584861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001777319,"about_ca_topic_score_gemma":0.0002971258,"domain_scores_codex":[0.9979928,0.00003639921,0.0002321698,0.001233094,0.0001163094,0.0003892394],"domain_scores_gemma":[0.9982193,0.00007007862,0.0001939452,0.00134313,0.00007470805,0.0000988352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004785278,0.0001994167,0.003502674,0.0005374296,0.0001152116,0.00369077,0.0003963562,0.2411176,0.00001412002,0.7448457,0.0007332478,0.004799566],"study_design_scores_gemma":[0.0003449867,0.00004045538,0.002892095,0.0002060242,0.00001747453,0.000004553403,0.0001239638,0.1266697,0.0008499609,0.8671902,0.001074435,0.0005860541],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09846336,0.0000217918,0.8958317,0.00006686529,0.0007098339,0.0005029945,0.000008907746,0.002044228,0.002350333],"genre_scores_gemma":[0.9916901,0.0003652929,0.006203436,0.00005082999,0.00003371295,0.000007585529,0.000006750134,0.00002560806,0.001616669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8932267,"threshold_uncertainty_score":0.9998771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07250214041342248,"score_gpt":0.2023674064683704,"score_spread":0.1298652660549479,"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."}}