feat: implement reproducible PROTEAN baseline pipeline

artifacts/analysis/5gnidd__alpha0.25__seed0__characterization.csv

@@ -0,0 +1,10 @@
+class_id,class_name,total,num_clients,n_missing_clients,min,max,mean,std,cv,max_min_ratio
+0,Benign,334415,10,0,1,185504,33441.5,54297.395750164666,1.6236531181365867,185504.0
+1,HTTPFlood,98569,9,1,1,48469,10952.111111111111,15619.095146962789,1.4261264324753735,48469.0
+2,ICMPFlood,808,9,1,2,319,89.77777777777777,99.11360236031938,1.1039881451025675,159.5
+3,SYNFlood,6805,7,3,144,4762,972.1428571428571,1553.4714516270997,1.5979867981469065,33.06944444444444
+4,SYNScan,14030,7,3,237,6524,2004.2857142857142,2116.5558758299308,1.0560150485252684,27.52742616033755
+5,SlowrateDoS,51187,9,1,1,16517,5687.444444444444,6406.6724611682275,1.1264589085219694,16517.0
+6,TCPConnectScan,14037,9,1,2,10870,1559.6666666666667,3336.037403200923,2.138942553879626,5435.0
+7,UDPFlood,320138,10,0,1,127301,32013.8,44285.809189400614,1.3833349739612484,127301.0
+8,UDPScan,11134,10,0,2,4601,1113.4,1669.91060838597,1.4998298979575801,2300.5

artifacts/analysis/5gnidd__alpha0.25__seed0__rare_unseen.csv

@@ -0,0 +1,91 @@
+dataset,alpha,seed,client_id,class_id,class_name,N_ij,rare_flag,unseen_flag
+5gnidd,0.25,0,0,0,Benign,6003,False,False
+5gnidd,0.25,0,0,1,HTTPFlood,4887,False,False
+5gnidd,0.25,0,0,2,ICMPFlood,319,False,False
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artifacts/analysis/5gnidd__alpha0.25__seed1__characterization.csv

@@ -0,0 +1,10 @@
+class_id,class_name,total,num_clients,n_missing_clients,min,max,mean,std,cv,max_min_ratio
+0,Benign,334415,10,0,30,177603,33441.5,50907.30907492558,1.5222794753502558,5920.1
+1,HTTPFlood,98569,9,1,5,45645,10952.111111111111,15449.722071893897,1.4106615532981472,9129.0
+2,ICMPFlood,808,10,0,1,257,80.8,94.58308516854375,1.1705827372344524,257.0
+3,SYNFlood,6805,9,1,10,2997,756.1111111111111,936.8245945680835,1.2390038723163486,299.7
+4,SYNScan,14030,10,0,7,3477,1403.0,1296.782711174081,0.9242927378289957,496.7142857142857
+5,SlowrateDoS,51187,8,2,211,23478,6398.375,7648.639175328837,1.1954033915375133,111.27014218009478
+6,TCPConnectScan,14037,8,2,36,3627,1754.625,1056.293039063971,0.6020050090839758,100.75
+7,UDPFlood,320138,10,0,1,128338,32013.8,41188.815061373156,1.2865956263040674,128338.0
+8,UDPScan,11134,6,4,67,5172,1855.6666666666667,1682.0645713593226,0.9064475865058321,77.19402985074628

artifacts/analysis/5gnidd__alpha0.25__seed1__rare_unseen.csv

@@ -0,0 +1,91 @@
+dataset,alpha,seed,client_id,class_id,class_name,N_ij,rare_flag,unseen_flag
+5gnidd,0.25,1,0,0,Benign,39367,False,False
+5gnidd,0.25,1,0,1,HTTPFlood,0,False,True
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artifacts/analysis/5gnidd__alpha0.25__seed2__characterization.csv

@@ -0,0 +1,10 @@
+class_id,class_name,total,num_clients,n_missing_clients,min,max,mean,std,cv,max_min_ratio
+0,Benign,334415,10,0,10,227468,33441.5,65962.28801709352,1.972467981911503,22746.8
+1,HTTPFlood,98569,7,3,43,36762,14081.285714285714,13455.260572029978,0.9555420467308164,854.9302325581396
+2,ICMPFlood,808,8,2,6,355,101.0,118.30574795841494,1.1713440391922272,59.166666666666664
+3,SYNFlood,6805,9,1,3,3136,756.1111111111111,1064.1515602628585,1.4074010348810768,1045.3333333333333
+4,SYNScan,14030,10,0,2,10072,1403.0,2944.64989429983,2.098823873342716,5036.0
+5,SlowrateDoS,51187,10,0,4,31740,5118.7,9212.276190497112,1.7997296560644525,7935.0
+6,TCPConnectScan,14037,9,1,3,3619,1559.6666666666667,1403.3240696448004,0.8997589675004063,1206.3333333333333
+7,UDPFlood,320138,10,0,113,82051,32013.8,25362.204812673524,0.7922272523934529,726.1150442477876
+8,UDPScan,11134,7,3,243,3899,1590.5714285714287,1346.1352996255464,0.8463218158234977,16.045267489711936

artifacts/analysis/5gnidd__alpha0.25__seed2__rare_unseen.csv

@@ -0,0 +1,91 @@
+dataset,alpha,seed,client_id,class_id,class_name,N_ij,rare_flag,unseen_flag
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artifacts/analysis/5gnidd__alpha0.5__seed0__characterization.csv

@@ -0,0 +1,10 @@
+class_id,class_name,total,num_clients,n_missing_clients,min,max,mean,std,cv,max_min_ratio
+0,Benign,334415,10,0,226,108257,33441.5,35759.58709842718,1.0693176770906563,479.0132743362832
+1,HTTPFlood,98569,10,0,185,61393,9856.9,17538.944828295687,1.7793570826827592,331.8540540540541
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artifacts/analysis/5gnidd__alpha0.5__seed0__rare_unseen.csv

@@ -0,0 +1,91 @@
+dataset,alpha,seed,client_id,class_id,class_name,N_ij,rare_flag,unseen_flag
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artifacts/analysis/5gnidd__alpha0.5__seed1__characterization.csv

@@ -0,0 +1,10 @@
+class_id,class_name,total,num_clients,n_missing_clients,min,max,mean,std,cv,max_min_ratio
+0,Benign,334415,10,0,803,104938,33441.5,31374.111025652983,0.938178940108936,130.68244084682442
+1,HTTPFlood,98569,10,0,51,36928,9856.9,10966.810999100877,1.1126024408384865,724.0784313725491
+2,ICMPFlood,808,10,0,8,284,80.8,81.98999939016953,1.0147277152248704,35.5
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+8,UDPScan,11134,10,0,1,5065,1113.4,1534.664666954967,1.3783587811702596,5065.0

artifacts/analysis/5gnidd__alpha0.5__seed1__rare_unseen.csv

@@ -0,0 +1,91 @@
+dataset,alpha,seed,client_id,class_id,class_name,N_ij,rare_flag,unseen_flag
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artifacts/analysis/5gnidd__alpha0.5__seed2__characterization.csv

@@ -0,0 +1,10 @@
+class_id,class_name,total,num_clients,n_missing_clients,min,max,mean,std,cv,max_min_ratio
+0,Benign,334415,10,0,255,225038,33441.5,65682.05261294747,1.9640881124634801,882.5019607843137
+1,HTTPFlood,98569,10,0,24,48351,9856.9,15173.43130903488,1.539371537606639,2014.625
+2,ICMPFlood,808,10,0,1,358,80.8,99.01595830975934,1.2254450285861305,358.0
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+5,SlowrateDoS,51187,10,0,104,17642,5118.7,5260.9995827789235,1.0277999458415072,169.6346153846154
+6,TCPConnectScan,14037,9,1,125,6952,1559.6666666666667,1980.5227143918905,1.2698371752886666,55.616
+7,UDPFlood,320138,10,0,105,138381,32013.8,41299.88736497958,1.290065139564175,1317.9142857142858
+8,UDPScan,11134,9,1,2,6727,1237.111111111111,2051.479219405919,1.6582821065792412,3363.5

artifacts/analysis/5gnidd__alpha0.5__seed2__rare_unseen.csv

@@ -0,0 +1,91 @@
+dataset,alpha,seed,client_id,class_id,class_name,N_ij,rare_flag,unseen_flag
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artifacts/analysis/5gnidd__alpha0.75__seed0__characterization.csv

@@ -0,0 +1,10 @@
+class_id,class_name,total,num_clients,n_missing_clients,min,max,mean,std,cv,max_min_ratio
+0,Benign,334415,10,0,1410,69384,33441.5,23619.248452268755,0.706285556935806,49.208510638297874
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artifacts/analysis/5gnidd__alpha0.75__seed0__rare_unseen.csv

@@ -0,0 +1,91 @@
+dataset,alpha,seed,client_id,class_id,class_name,N_ij,rare_flag,unseen_flag
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artifacts/analysis/5gnidd__alpha0.75__seed1__characterization.csv

@@ -0,0 +1,10 @@
+class_id,class_name,total,num_clients,n_missing_clients,min,max,mean,std,cv,max_min_ratio
+0,Benign,334415,10,0,3896,83388,33441.5,30605.998007743514,0.9152100835113112,21.403490759753595
+1,HTTPFlood,98569,10,0,621,25248,9856.9,6960.070365305224,0.7061114919807672,40.65700483091788
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+8,UDPScan,11134,10,0,5,2727,1113.4,1007.3150649126618,0.9047198355601417,545.4

artifacts/analysis/5gnidd__alpha0.75__seed1__rare_unseen.csv

@@ -0,0 +1,91 @@
+dataset,alpha,seed,client_id,class_id,class_name,N_ij,rare_flag,unseen_flag
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artifacts/analysis/5gnidd__alpha0.75__seed2__characterization.csv

@@ -0,0 +1,10 @@
+class_id,class_name,total,num_clients,n_missing_clients,min,max,mean,std,cv,max_min_ratio
+0,Benign,334415,10,0,536,118638,33441.5,34208.390085620806,1.0229322872963476,221.33955223880596
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artifacts/analysis/5gnidd__alpha0.75__seed2__rare_unseen.csv

@@ -0,0 +1,91 @@
+dataset,alpha,seed,client_id,class_id,class_name,N_ij,rare_flag,unseen_flag
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artifacts/analysis/xiiotid__alpha0.25__seed0__characterization.csv

@@ -0,0 +1,10 @@
+class_id,class_name,total,num_clients,n_missing_clients,min,max,mean,std,cv,max_min_ratio
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+1,Exfiltration,15494,8,2,4,7950,1936.75,2720.187390144289,1.4045113670552674,1987.5
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+8,Weaponization,45094,8,2,43,23381,5636.75,8611.380141272362,1.527720786139595,543.7441860465116

artifacts/analysis/xiiotid__alpha0.25__seed0__rare_unseen.csv

@@ -0,0 +1,91 @@
+dataset,alpha,seed,client_id,class_id,class_name,N_ij,rare_flag,unseen_flag
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artifacts/analysis/xiiotid__alpha0.25__seed1__characterization.csv

@@ -0,0 +1,10 @@
+class_id,class_name,total,num_clients,n_missing_clients,min,max,mean,std,cv,max_min_ratio
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+8,Weaponization,45094,9,1,1,12024,5010.444444444444,4173.732332127554,0.8330064085942251,12024.0

artifacts/analysis/xiiotid__alpha0.25__seed1__rare_unseen.csv

@@ -0,0 +1,91 @@
+dataset,alpha,seed,client_id,class_id,class_name,N_ij,rare_flag,unseen_flag
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artifacts/analysis/xiiotid__alpha0.25__seed2__characterization.csv

@@ -0,0 +1,10 @@
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artifacts/analysis/xiiotid__alpha0.25__seed2__rare_unseen.csv

@@ -0,0 +1,91 @@
+dataset,alpha,seed,client_id,class_id,class_name,N_ij,rare_flag,unseen_flag
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artifacts/analysis/xiiotid__alpha0.5__seed0__characterization.csv

@@ -0,0 +1,10 @@
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+8,Weaponization,45094,10,0,18,32409,4509.4,9448.019678218288,2.0951833233286665,1800.5

artifacts/analysis/xiiotid__alpha0.5__seed0__rare_unseen.csv

@@ -0,0 +1,91 @@
+dataset,alpha,seed,client_id,class_id,class_name,N_ij,rare_flag,unseen_flag
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artifacts/analysis/xiiotid__alpha0.5__seed1__characterization.csv

@@ -0,0 +1,10 @@
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+6,Reconnaissance,89161,10,0,1842,23967,8916.1,6441.9730432531305,0.72251018306806,13.011400651465799
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artifacts/analysis/xiiotid__alpha0.5__seed1__rare_unseen.csv

@@ -0,0 +1,91 @@
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artifacts/analysis/xiiotid__alpha0.5__seed2__characterization.csv

@@ -0,0 +1,10 @@
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artifacts/analysis/xiiotid__alpha0.5__seed2__rare_unseen.csv

@@ -0,0 +1,91 @@
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artifacts/analysis/xiiotid__alpha0.75__seed0__characterization.csv

@@ -0,0 +1,10 @@
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artifacts/analysis/xiiotid__alpha0.75__seed0__rare_unseen.csv

@@ -0,0 +1,91 @@
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artifacts/analysis/xiiotid__alpha0.75__seed1__characterization.csv

@@ -0,0 +1,10 @@
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artifacts/analysis/xiiotid__alpha0.75__seed1__rare_unseen.csv

@@ -0,0 +1,91 @@
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artifacts/analysis/xiiotid__alpha0.75__seed2__characterization.csv

@@ -0,0 +1,10 @@
+class_id,class_name,total,num_clients,n_missing_clients,min,max,mean,std,cv,max_min_ratio
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+8,Weaponization,45094,10,0,169,17328,4509.4,5078.904058948151,1.1262926462385576,102.53254437869822

artifacts/analysis/xiiotid__alpha0.75__seed2__rare_unseen.csv

@@ -0,0 +1,91 @@
+dataset,alpha,seed,client_id,class_id,class_name,N_ij,rare_flag,unseen_flag
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