{"id":"W4361989630","doi":"10.1007/978-3-031-30122-3_26","title":"Two-Layer Architecture for Signature-Based Attacks Detection over Encrypted Network Traffic","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Encryption; Deep packet inspection; Computer network; Cloud computing; Intrusion detection system; Network packet; Computer security; Operating system","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":[0.0006033613,0.0007544103,0.0007498165,0.001156198,0.0006188163,0.001750091,0.002259774,0.001084171,0.004572443],"category_scores_gemma":[0.0007496382,0.0004600811,0.0004453523,0.000640428,0.0003355204,0.001977368,0.001164314,0.0008453542,0.002330396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008880833,"about_ca_system_score_gemma":0.0009156662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00142883,"about_ca_topic_score_gemma":0.001381028,"domain_scores_codex":[0.9991333,0.00009981121,0.00007413245,0.0001515172,0.0003647864,0.0001764917],"domain_scores_gemma":[0.9991209,0.0001107597,0.00008048459,0.0002507868,0.0003757837,0.00006127046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002115955,0.0008419888,0.004603076,0.0006234852,0.0002983074,0.0005284032,0.0004323862,0.02052357,0.5462953,0.01662531,0.01433724,0.3927749],"study_design_scores_gemma":[0.00009859585,0.0009101602,0.002446907,0.00006805109,0.0002193116,0.0008269924,0.00009173271,0.594711,0.3789504,0.004634273,0.01691065,0.0001318845],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1183644,0.0009267164,0.8489997,0.0003784032,0.0003823316,0.0005038746,0.0003108051,0.02162404,0.008509657],"genre_scores_gemma":[0.8009797,0.0004186555,0.1816356,0.0004173761,0.0001162522,0.0002088316,0.0005789326,0.000212175,0.01543234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004572443,"threshold_uncertainty_score":0.0152964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702664756165054,"score_gpt":0.2523106144963475,"score_spread":0.235283966934697,"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."}}