{"id":"W2222268126","doi":"10.22215/etd/2008-06485","title":"Network scanning detection strategies for enterprise networks","year":2008,"lang":"en","type":"dissertation","venue":"","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002519522,0.0003761266,0.0003645379,0.000172531,0.0007473596,0.0004913794,0.0006917766,0.0005536579,0.00002977543],"category_scores_gemma":[0.00001721317,0.0003809989,0.0002516401,0.0005578457,0.00002210568,0.0008924505,0.00006470762,0.0004891262,0.00001680171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008265004,"about_ca_system_score_gemma":0.0001579904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007807167,"about_ca_topic_score_gemma":0.0009535754,"domain_scores_codex":[0.9978981,0.00006898095,0.0004813994,0.0006960616,0.0002898919,0.0005655594],"domain_scores_gemma":[0.9986908,0.000127901,0.0003493435,0.0004928792,0.0002341508,0.0001048639],"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":[0.0006985113,0.0001626745,0.00001832717,0.0002761048,0.0002251589,0.00002571084,0.003910488,0.1818439,0.0002961093,0.05494963,0.07851941,0.679074],"study_design_scores_gemma":[0.0004666401,0.0004489585,0.0002191577,0.0002566079,0.00004074742,0.00003867319,0.0003600063,0.9360964,0.0008093675,0.02473577,0.03567785,0.000849831],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004595384,0.001326588,0.9751548,0.00002236777,0.007609152,0.0006179314,9.649572e-7,0.0005915537,0.01008128],"genre_scores_gemma":[0.9520871,0.001581224,0.02474317,0.0007640071,0.005783885,0.0006678549,0.0003857559,0.0001261229,0.01386085],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9504116,"threshold_uncertainty_score":0.9998642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250295804361996,"score_gpt":0.2451051350192017,"score_spread":0.2326021769755817,"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."}}