{"id":"W2131221016","doi":"10.1109/icc.2012.6364233","title":"A first look on the effects and mitigation of VoIP SPIT flooding in 4G mobile networks","year":2012,"lang":"en","type":"article","venue":"","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Voice over IP; Computer network; Flooding (psychology); Computer security; Architecture; Network packet; Network architecture; Mobile telephony; Next-generation network; Cellular network; Mobile radio; The Internet","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004390049,0.0003751175,0.0004381074,0.000513514,0.0005347772,0.0006105591,0.000459471,0.0008971252,0.001650287],"category_scores_gemma":[0.001182817,0.0001649405,0.0003152045,0.0003452313,0.0007919823,0.001483657,0.000587307,0.0009655255,0.0001873006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004868073,"about_ca_system_score_gemma":0.0002013602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006372201,"about_ca_topic_score_gemma":0.0008907194,"domain_scores_codex":[0.9996754,0.0001149415,0.00001207269,0.00002960879,0.0001243022,0.00004368657],"domain_scores_gemma":[0.9989223,0.0005649505,0.0001199029,0.0001533671,0.0002137164,0.00002570818],"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":[0.001060406,0.0004536931,0.01582021,0.001968543,0.0002482221,0.002442358,0.001328017,0.133497,0.3270286,0.0875731,0.009116492,0.4194634],"study_design_scores_gemma":[0.00009932166,0.00706153,0.05383693,0.000867969,0.0005527,0.007274419,0.003960337,0.2919551,0.4512975,0.0817478,0.1010577,0.000288736],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.564578,0.04250058,0.2469386,0.01032239,0.0007500917,0.0003776775,0.0001934288,0.001078415,0.1332608],"genre_scores_gemma":[0.9728677,0.006601838,0.01341067,0.0004455618,0.0003043769,0.00002528645,0.00003662574,0.00003267536,0.006275231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001650287,"threshold_uncertainty_score":0.005520701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004043933471224465,"score_gpt":0.1846431524448932,"score_spread":0.1805992189736688,"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."}}