{"id":"W4399800473","doi":"10.1109/ojcoms.2024.3416808","title":"From 5G to 6G Networks: A Survey on AI-Based Jamming and Interference Detection and Mitigation","year":2024,"lang":"en","type":"article","venue":"IEEE Open Journal of the Communications Society","topic":"Wireless Communication Security Techniques","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Jamming; Interference (communication); Computer science; Telecommunications; Computer security; Physics; Channel (broadcasting)","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":[0.0005266553,0.001151054,0.0006594336,0.002780727,0.0004794012,0.001517539,0.000969206,0.001070502,0.005899502],"category_scores_gemma":[0.001206099,0.0003970289,0.0004399354,0.004084972,0.0004345541,0.002942635,0.0008621209,0.001078702,0.002396602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000443445,"about_ca_system_score_gemma":0.000827921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001389027,"about_ca_topic_score_gemma":0.001575433,"domain_scores_codex":[0.9995182,0.00009394161,0.00005058093,0.00008782238,0.0001908672,0.00005851705],"domain_scores_gemma":[0.9993119,0.0003757658,0.00005840073,0.00003202081,0.0001870028,0.000034912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007467955,0.00009127862,0.001202436,0.00710325,0.00005536877,0.0003262447,0.0002859856,0.003071883,0.003172366,0.02435734,0.03111587,0.9291434],"study_design_scores_gemma":[0.00001222734,0.000291882,0.001567927,0.003462202,0.0001333737,0.001658004,0.0005105383,0.006213657,0.002153257,0.012894,0.9710276,0.00007544849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004115307,0.9360079,0.02181986,0.001532379,0.001279985,0.00008788334,0.0001812539,0.0001700431,0.03480539],"genre_scores_gemma":[0.02102988,0.9631528,0.0074975,0.001222902,0.00136739,0.00005950681,0.0002928992,0.00003665297,0.005340565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005899502,"threshold_uncertainty_score":0.01973575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03952200624806048,"score_gpt":0.3152591608913827,"score_spread":0.2757371546433222,"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."}}