Add files using upload-large-folder tool

Edge_IIoTset/metadata.json

@@ -6,25 +6,25 @@
   "features": [
     "tcp.dstport",
     "tcp.srcport",
-    "tcp.seq",
     "tcp.ack",
+    "tcp.seq",
     "tcp.len",
     "tcp.ack_raw",
     "mqtt.msgtype",
     "mqtt.len",
     "tcp.connection.syn",
     "tcp.connection.rst",
+    "mqtt.conflag.cleansess",
+    "tcp.connection.fin",
     "mqtt.topic_len",
     "mqtt.ver",
     "mqtt.proto_len",
-    "mqtt.conflag.cleansess",
-    "tcp.connection.fin",
-    "tcp.flags.ack",
-    "http.content_length",
     "tcp.connection.synack",
-    "arp.hw.size",
+    "tcp.flags.ack",
     "arp.opcode",
-    "http.response"
+    "http.content_length",
+    "http.response",
+    "arp.hw.size"
   ],
   "n_clients": 30,
   "alpha": 0.5

Edge_IIoTset__CNN__FedNova__iid/DONE.flag

@@ -0,0 +1 @@
+done

Edge_IIoTset__CNN__FedNova__iid/config.json

@@ -0,0 +1,27 @@
+{
+  "tag": "Edge_IIoTset__CNN__FedNova__iid",
+  "dataset": "Edge_IIoTset",
+  "model": "CNN",
+  "fl_algo": "FedNova",
+  "partition": "iid",
+  "n_clients": 30,
+  "n_rounds": 30,
+  "max_cap": 2000,
+  "total_time_s": 4235.9,
+  "model_params": 8993,
+  "model_mb": 0.036,
+  "final": {
+    "accuracy": 0.99987,
+    "precision": 0.9997600527883865,
+    "recall": 0.99998,
+    "f1_binary": 0.9998700142984271,
+    "f1_macro": 0.999869999998427,
+    "f1_weighted": 0.999869999998427,
+    "fpr": 0.00024,
+    "auc_roc": 0.9998799962,
+    "threshold": 1.0,
+    "round": 30,
+    "comm_mb": 0,
+    "round_time_s": 0
+  }
+}

Edge_IIoTset__CNN__FedNova__iid/round_metrics.csv

@@ -0,0 +1,31 @@
+accuracy,precision,recall,f1_binary,f1_macro,f1_weighted,fpr,auc_roc,threshold,round,comm_mb,round_time_s
+0.7116,0.7168086432578433,0.6940253470126735,0.705233033524121,0.7114653812882938,0.711501528905326,0.27102803738317754,0.7749644498040913,0.6384178996086121,1,2.158,144.79
+0.7445,0.7573498082658713,0.7151478575739287,0.735644076564925,0.744212942975254,0.7442626424004338,0.2264863790017896,0.830431815726281,0.8327499032020569,2,2.158,144.8
+0.8061,0.8480257116620753,0.7431100382216858,0.7921089310603624,0.8052177748152931,0.8052938061090718,0.1316365082521376,0.8657491037998518,0.9361475110054016,3,2.158,143.69
+0.7973,0.9179443498012493,0.6503721585194125,0.7613328623572354,0.7925896083751067,0.7927708975020104,0.05746669317955856,0.8351848756192157,0.9809321761131287,4,2.158,142.59
+0.7445,0.943791329904482,0.5167974250653792,0.6678798908098271,0.7301372315022565,0.7304983240782726,0.03042354344800159,0.8003227028557242,0.9948574304580688,5,2.158,140.77
+0.7562,0.9505514051938811,0.5375176020921344,0.6867129272680544,0.7435856337109629,0.7439154954083318,0.027639689799164844,0.8185472359290167,0.9984026551246643,6,2.158,141.2
+0.771,0.7015486393023606,0.9386441359887346,0.8029599036310445,0.7648124894139945,0.7645912344115355,0.39471067806721016,0.8076531694526203,0.9993802309036255,7,2.158,148.7
+0.8484,0.9695569448219625,0.7175618587809294,0.8247398843930636,0.8455858012273687,0.8457067075450077,0.022270829190693973,0.9154382553429097,0.9997699856758118,8,2.158,139.87
+0.9549,0.9826997009824862,0.9255682961174814,0.9532787734383094,0.9548456300747167,0.954854717843208,0.016106581825412608,0.9750356201982634,0.9999134540557861,9,2.158,139.88
+0.9441,0.9242307692307692,0.9668074834037417,0.9450398190935011,0.9440836494999503,0.9440781037163076,0.07834559554583416,0.9750672212613233,0.999966025352478,10,2.158,141.06
+0.9509,0.9366471734892787,0.9666063166364917,0.9513909513909514,0.9508949907980113,0.9508921142265723,0.06462517399085305,0.9759295702707439,0.9999911785125732,11,2.158,138.9
+0.9311,0.9173489278752437,0.9466908066787366,0.9317889317889317,0.9310929707939506,0.9310889342201797,0.0843109962219129,0.9651097462918653,0.9999985694885254,12,2.158,140.79
+0.8819,0.8250428816466552,0.9676121504727418,0.8906582723821869,0.8811373762171832,0.8810821550194261,0.20282362298667728,0.9432605312842725,0.9999996423721313,13,2.158,137.02
+0.8544,0.9563749675408985,0.7408972037819352,0.8349580593969621,0.8523510998362517,0.8524519794707994,0.033406243786040964,0.9353604855267331,1.0,14,2.158,139.03
+0.9962,0.9987866531850353,0.9935626634479984,0.9961678096006454,0.9961997318530795,0.9961999170021437,0.0011930801352157488,0.9996256874081244,0.9999990463256836,15,2.158,138.32
+0.9871,0.9922732818218788,0.9816938241802454,0.986955202750531,0.9870984103951448,0.9870992409994834,0.007556174189699742,0.995497188525422,0.9999998807907104,16,2.158,139.29
+0.9949,0.9957678355501813,0.9939649969824985,0.9948655995167623,0.9948997710507225,0.9948999692456195,0.0041757804732551205,0.9990254272153716,0.9999998807907104,17,2.158,138.48
+0.9973,1.0,0.9945684972842487,0.9972768532526475,0.9972998049109048,0.9972999380305227,0.0,0.9996477881515935,0.9999997615814209,18,2.158,139.37
+0.9995,0.9991958182549256,0.99979883323275,0.9994972347913524,0.9994999848745425,0.9995000008250249,0.0007953867568104991,0.9999969798984037,0.9999998807907104,19,2.158,139.71
+0.9978,0.9955938313639094,1.0,0.997792051384986,0.9977999714876304,0.9978000174242257,0.004374627162457745,0.9998904563149504,0.9999998807907104,20,2.158,139.79
+0.9989,0.997792051384986,1.0,0.9988948055862554,0.9988999757004633,0.9989000056871257,0.0021873135812288725,0.9989063432093855,1.0,21,2.158,139.04
+0.9999,0.9997988736926791,1.0,0.9998994267323745,0.9998999967508944,0.9999000000570019,0.00019884668920262477,0.9999992999764512,0.9999997615814209,22,2.158,138.08
+0.9989,0.9979919678714859,0.99979883323275,0.9988945834589489,0.9988999735883659,0.9989000048511165,0.001988466892026248,0.999996839893694,0.9999998807907104,23,2.158,137.94
+0.9999,0.9997988736926791,1.0,0.9998994267323745,0.9998999967508944,0.9999000000570019,0.00019884668920262477,0.9999996999899077,0.9999991655349731,24,2.158,138.24
+0.9999,0.9997988736926791,1.0,0.9998994267323745,0.9998999967508944,0.9999000000570019,0.00019884668920262477,0.9999005766553988,1.0,25,2.158,140.52
+0.9999,0.9997988736926791,1.0,0.9998994267323745,0.9998999967508944,0.9999000000570019,0.00019884668920262477,0.9999996999899077,0.9999996423721313,26,2.158,138.75
+0.9999,0.9997988736926791,1.0,0.9998994267323745,0.9998999967508944,0.9999000000570019,0.00019884668920262477,0.9999997199905803,0.9999998807907104,27,2.158,137.73
+0.9999,0.9997988736926791,1.0,0.9998994267323745,0.9998999967508944,0.9999000000570019,0.00019884668920262477,0.9999005566547258,0.9999996423721313,28,2.158,138.26
+0.9999,0.9997988736926791,1.0,0.9998994267323745,0.9998999967508944,0.9999000000570019,0.00019884668920262477,0.9999997399912532,0.9999998807907104,29,2.158,138.49
+0.9999,0.9997988736926791,1.0,0.9998994267323745,0.9998999967508944,0.9999000000570019,0.00019884668920262477,0.9999005766553988,1.0,30,2.158,137.42

UNSW_NB15__Transformer__FedNova__iid/DONE.flag

@@ -0,0 +1 @@
+done

UNSW_NB15__Transformer__FedNova__iid/config.json

@@ -0,0 +1,27 @@
+{
+  "tag": "UNSW_NB15__Transformer__FedNova__iid",
+  "dataset": "UNSW_NB15",
+  "model": "Transformer",
+  "fl_algo": "FedNova",
+  "partition": "iid",
+  "n_clients": 30,
+  "n_rounds": 30,
+  "max_cap": 2000,
+  "total_time_s": 6535.8,
+  "model_params": 615,
+  "model_mb": 0.0025,
+  "final": {
+    "accuracy": 0.6390802367323178,
+    "precision": 0.6390802367323178,
+    "recall": 1.0,
+    "f1_binary": 0.7798034805256304,
+    "f1_macro": 0.3899017402628152,
+    "f1_weighted": 0.4983569929390053,
+    "fpr": 1.0,
+    "auc_roc": 0.5,
+    "threshold": 0.49993813037872314,
+    "round": 30,
+    "comm_mb": 0,
+    "round_time_s": 0
+  }
+}

UNSW_NB15__Transformer__FedNova__iid/round_metrics.csv

@@ -0,0 +1,31 @@
+accuracy,precision,recall,f1_binary,f1_macro,f1_weighted,fpr,auc_roc,threshold,round,comm_mb,round_time_s
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.500001847743988,1,0.148,216.47
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.49993300437927246,2,0.148,216.47
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.49981820583343506,3,0.148,217.67
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.4999774098396301,4,0.148,228.46
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.5000532269477844,5,0.148,233.28
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.4998683035373688,6,0.148,232.1
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.5000214576721191,7,0.148,222.39
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.49995672702789307,8,0.148,218.07
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.49992990493774414,9,0.148,218.32
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.499848872423172,10,0.148,221.2
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.49995601177215576,11,0.148,218.01
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.4998168349266052,12,0.148,215.76
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.4999186396598816,13,0.148,215.55
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.49996674060821533,14,0.148,215.54
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.5001038908958435,15,0.148,216.0
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.5000736117362976,16,0.148,214.81
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.5000675320625305,17,0.148,215.12
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.5000597834587097,18,0.148,217.02
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.49994707107543945,19,0.148,215.55
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.5000767707824707,20,0.148,215.55
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.5000540018081665,21,0.148,215.85
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.5000817775726318,22,0.148,215.51
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.5000643730163574,23,0.148,214.67
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.5000776648521423,24,0.148,214.24
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.5000600814819336,25,0.148,216.59
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.4999876618385315,26,0.148,214.88
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.49992460012435913,27,0.148,215.6
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.4999268054962158,28,0.148,215.24
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.49988698959350586,29,0.148,214.72
+0.6409,0.6409,1.0,0.7811566823084892,0.3905783411542446,0.5006433176915107,1.0,0.5,0.49993813037872314,30,0.148,214.28

all_results_summary.csv

@@ -25,6 +25,9 @@ CICIDS2017__Transformer__FedProx__iid,CICIDS2017,Transformer,FedProx,iid,30,30,7
 CICIDS2017__Transformer__FedProx__non_iid,CICIDS2017,Transformer,FedProx,non_iid,30,30,6568.2,615,0.0025,0.8030041561497062,0.0,0.0,0.0,0.4453701082223304,0.7152680958547515,0.0,0.5,inf,30,0,0
 Edge_IIoTset__CNN__FedAvg__iid,Edge_IIoTset,CNN,FedAvg,iid,30,30,648.6,8993,0.036,0.99988,0.9997600575861794,1.0,0.9998800143982722,0.999879999998272,0.9998799999982722,0.00024,0.999999514,0.9958939552307128,30,0,0
 Edge_IIoTset__CNN__FedAvg__non_iid,Edge_IIoTset,CNN,FedAvg,non_iid,30,30,551.5,8993,0.036,0.99988,0.9997600575861794,1.0,0.9998800143982722,0.999879999998272,0.9998799999982722,0.00024,0.9999982762,0.999739944934845,30,0,0
+Edge_IIoTset__CNN__FedNova__iid,Edge_IIoTset,CNN,FedNova,iid,30,30,4235.9,8993,0.036,0.99987,0.9997600527883865,0.99998,0.9998700142984271,0.999869999998427,0.999869999998427,0.00024,0.9998799962,1.0,30,0,0
+Edge_IIoTset__CNN__FedProx__iid,Edge_IIoTset,CNN,FedProx,iid,30,30,5021.4,8993,0.036,0.99988,0.9997600575861794,1.0,0.9998800143982722,0.999879999998272,0.9998799999982722,0.00024,0.9999660574,0.9999899864196776,30,0,0
+Edge_IIoTset__CNN__FedProx__non_iid,Edge_IIoTset,CNN,FedProx,non_iid,30,30,4078.3,8993,0.036,0.99988,0.9997600575861794,1.0,0.9998800143982722,0.999879999998272,0.9998799999982722,0.00024,0.9999530782,0.9999220371246338,30,0,0
 UNSW_NB15__BiLSTM__FedAvg__iid,UNSW_NB15,BiLSTM,FedAvg,iid,30,30,914.4,79233,0.3169,0.900067915009217,0.9294037647204276,0.9129801123424928,0.9211187354490872,0.8924052202469086,0.9003921852303807,0.1227956989247311,0.9677508843584056,0.4156851172447204,30,0,0
 UNSW_NB15__BiLSTM__FedAvg__non_iid,UNSW_NB15,BiLSTM,FedAvg,non_iid,30,30,801.9,79233,0.3169,0.891956922479868,0.9208883147242471,0.9090329436769394,0.9149222259572778,0.8834657908438313,0.8922157277284972,0.1382795698924731,0.963207006795725,0.5130255222320557,30,0,0
 UNSW_NB15__BiLSTM__FedNova__iid,UNSW_NB15,BiLSTM,FedNova,iid,30,30,6769.2,79233,0.3169,0.8947899485786359,0.9116370926718332,0.9250341581903748,0.91828676492751,0.8853063631806087,0.8944802073455806,0.158763440860215,0.963432517781032,0.3926438391208648,30,0,0
@@ -45,3 +48,7 @@ UNSW_NB15__CNN__FedProx__iid,UNSW_NB15,CNN,FedProx,iid,30,30,4776.9,8993,0.036,0
 UNSW_NB15__CNN__FedProx__non_iid,UNSW_NB15,CNN,FedProx,non_iid,30,30,3849.1,8993,0.036,0.936877850004851,0.956786703601108,0.9438591164414756,0.9502789453572792,0.9319332035857986,0.9370362638030136,0.0754838709677419,0.985823227079732,0.4236730635166168,30,0,0
 UNSW_NB15__Transformer__FedAvg__iid,UNSW_NB15,Transformer,FedAvg,iid,30,30,610.3,615,0.0025,0.6390802367323178,0.6390802367323178,1.0,0.7798034805256304,0.3899017402628152,0.4983569929390053,1.0,0.5,0.5001528263092041,30,0,0
 UNSW_NB15__Transformer__FedAvg__non_iid,UNSW_NB15,Transformer,FedAvg,non_iid,30,30,579.9,615,0.0025,0.6390802367323178,0.6390802367323178,1.0,0.7798034805256304,0.3899017402628152,0.4983569929390053,1.0,0.5,0.507195234298706,30,0,0
+UNSW_NB15__Transformer__FedNova__iid,UNSW_NB15,Transformer,FedNova,iid,30,30,6535.8,615,0.0025,0.6390802367323178,0.6390802367323178,1.0,0.7798034805256304,0.3899017402628152,0.4983569929390053,1.0,0.5,0.4999381303787231,30,0,0
+UNSW_NB15__Transformer__FedNova__non_iid,UNSW_NB15,Transformer,FedNova,non_iid,30,30,4969.7,615,0.0025,0.6390802367323178,0.6390802367323178,1.0,0.7798034805256304,0.3899017402628152,0.4983569929390053,1.0,0.5,0.5072342753410339,30,0,0
+UNSW_NB15__Transformer__FedProx__iid,UNSW_NB15,Transformer,FedProx,iid,30,30,7893.1,615,0.0025,0.6390802367323178,0.6390802367323178,1.0,0.7798034805256304,0.3899017402628152,0.4983569929390053,1.0,0.5,0.4999258518218994,30,0,0
+UNSW_NB15__Transformer__FedProx__non_iid,UNSW_NB15,Transformer,FedProx,non_iid,30,30,5902.4,615,0.0025,0.6390802367323178,0.6390802367323178,1.0,0.7798034805256304,0.3899017402628152,0.4983569929390053,1.0,0.5,0.5072551369667053,30,0,0

grid_progress.json

@@ -46,16 +46,16 @@
     "UNSW_NB15__CNN_BiLSTM__FedNova__iid",
     "UNSW_NB15__CNN_BiLSTM__FedNova__non_iid",
     "UNSW_NB15__Transformer__FedAvg__iid",
-    "UNSW_NB15__Transformer__FedAvg__non_iid"
-  ],
-  "pending": [
+    "UNSW_NB15__Transformer__FedAvg__non_iid",
     "UNSW_NB15__Transformer__FedProx__iid",
     "UNSW_NB15__Transformer__FedProx__non_iid",
     "UNSW_NB15__Transformer__FedNova__iid",
     "UNSW_NB15__Transformer__FedNova__non_iid",
     "Edge_IIoTset__CNN__FedProx__iid",
     "Edge_IIoTset__CNN__FedProx__non_iid",
-    "Edge_IIoTset__CNN__FedNova__iid",
+    "Edge_IIoTset__CNN__FedNova__iid"
+  ],
+  "pending": [
     "Edge_IIoTset__CNN__FedNova__non_iid",
     "Edge_IIoTset__BiLSTM__FedAvg__iid",
     "Edge_IIoTset__BiLSTM__FedAvg__non_iid",
@@ -76,7 +76,7 @@
     "Edge_IIoTset__Transformer__FedNova__iid",
     "Edge_IIoTset__Transformer__FedNova__non_iid"
   ],
-  "completed_count": 46,
-  "pending_count": 26,
-  "updated_at": "2026-05-10 15:17:07"
+  "completed_count": 53,
+  "pending_count": 19,
+  "updated_at": "2026-05-11 02:29:38"
 }