Instructions to use JabaleNurAdnan/CS_Checkpoints_Dataset with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Keras
How to use JabaleNurAdnan/CS_Checkpoints_Dataset with Keras:
# !pip install -U keras tensorflow huggingface_hub # Keras needs TensorFlow installed to read "hf://" paths, so the tensorflow backend is selected here; # "jax" and "torch" also work for computation once TensorFlow is installed. import os os.environ["KERAS_BACKEND"] = "tensorflow" import keras model = keras.saving.load_model("hf://JabaleNurAdnan/CS_Checkpoints_Dataset") - Notebooks
- Google Colab
- Kaggle
done: Edge_IIoTset__BiLSTM__FedNova__non_iid
Browse files- .gitattributes +1 -0
- Edge_IIoTset__BiLSTM__FedNova__non_iid/DONE.flag +1 -0
- Edge_IIoTset__BiLSTM__FedNova__non_iid/config.json +23 -0
- Edge_IIoTset__BiLSTM__FedNova__non_iid/model.keras +3 -0
- Edge_IIoTset__BiLSTM__FedNova__non_iid/round_metrics.csv +31 -0
- _checkpoints/Edge_IIoTset__BiLSTM__FedNova__iid/state.json +2 -8
- _checkpoints/Edge_IIoTset__BiLSTM__FedNova__non_iid/history.csv +31 -0
- _checkpoints/Edge_IIoTset__BiLSTM__FedNova__non_iid/latest_weights.npz +3 -0
- _checkpoints/Edge_IIoTset__BiLSTM__FedNova__non_iid/state.json +12 -0
- all_results_summary.csv +2 -1
- grid_progress.json +5 -5
.gitattributes
CHANGED
|
@@ -62,3 +62,4 @@ Edge_IIoTset__BiLSTM__FedAvg__non_iid/model.keras filter=lfs diff=lfs merge=lfs
|
|
| 62 |
Edge_IIoTset__BiLSTM__FedProx__iid/model.keras filter=lfs diff=lfs merge=lfs -text
|
| 63 |
Edge_IIoTset__BiLSTM__FedProx__non_iid/model.keras filter=lfs diff=lfs merge=lfs -text
|
| 64 |
Edge_IIoTset__BiLSTM__FedNova__iid/model.keras filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
| 62 |
Edge_IIoTset__BiLSTM__FedProx__iid/model.keras filter=lfs diff=lfs merge=lfs -text
|
| 63 |
Edge_IIoTset__BiLSTM__FedProx__non_iid/model.keras filter=lfs diff=lfs merge=lfs -text
|
| 64 |
Edge_IIoTset__BiLSTM__FedNova__iid/model.keras filter=lfs diff=lfs merge=lfs -text
|
| 65 |
+
Edge_IIoTset__BiLSTM__FedNova__non_iid/model.keras filter=lfs diff=lfs merge=lfs -text
|
Edge_IIoTset__BiLSTM__FedNova__non_iid/DONE.flag
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
done
|
Edge_IIoTset__BiLSTM__FedNova__non_iid/config.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"tag": "Edge_IIoTset__BiLSTM__FedNova__non_iid",
|
| 3 |
+
"dataset": "Edge_IIoTset",
|
| 4 |
+
"model": "BiLSTM",
|
| 5 |
+
"fl_algo": "FedNova",
|
| 6 |
+
"partition": "non_iid",
|
| 7 |
+
"n_clients": 30,
|
| 8 |
+
"n_rounds": 30,
|
| 9 |
+
"total_time_s": 6097.6,
|
| 10 |
+
"model_params": 79233,
|
| 11 |
+
"model_mb": 0.3169,
|
| 12 |
+
"final": {
|
| 13 |
+
"accuracy": 0.37584,
|
| 14 |
+
"precision": 0.3894271872328299,
|
| 15 |
+
"recall": 0.43728,
|
| 16 |
+
"f1_binary": 0.41196864636719926,
|
| 17 |
+
"f1_macro": 0.37347494711813767,
|
| 18 |
+
"f1_weighted": 0.37347494711813767,
|
| 19 |
+
"fpr": 0.6856,
|
| 20 |
+
"auc_roc": 0.268124213,
|
| 21 |
+
"threshold": 0.4999898672103882
|
| 22 |
+
}
|
| 23 |
+
}
|
Edge_IIoTset__BiLSTM__FedNova__non_iid/model.keras
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fa547515a52ce289356f837ede1e8c4298a32d4b47c26fa4fc03cbc1db6725c7
|
| 3 |
+
size 373957
|
Edge_IIoTset__BiLSTM__FedNova__non_iid/round_metrics.csv
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
accuracy,precision,recall,f1_binary,f1_macro,f1_weighted,fpr,auc_roc,threshold,round,comm_mb,round_time_s
|
| 2 |
+
0.6014,0.6896418944936465,0.3602896801448401,0.47330866807610994,0.5763422362259571,0.5769398309212262,0.16027043149731557,0.5793195883109508,0.4991768002510071,1,19.016,197.93
|
| 3 |
+
0.5509,0.5707130229817324,0.38966002816334744,0.4631201434548715,0.5385647988438947,0.539002377845151,0.2897196261682243,0.5162799876587848,0.4991871118545532,2,19.016,196.96
|
| 4 |
+
0.5381,0.5270935960591133,0.6887950110641722,0.5971919420947065,0.5279408673323644,0.5275392110987428,0.6108570292304634,0.492998204459598,0.49913454055786133,3,19.016,195.25
|
| 5 |
+
0.5005,0.4980885632366996,0.6290484811909073,0.5559605298248733,0.49258431016440785,0.4922167280903772,0.6265659176774707,0.46586607173465316,0.4992307424545288,4,19.016,195.05
|
| 6 |
+
0.484,0.48709897610921504,0.7177630255481794,0.5803513337670787,0.45528470115145214,0.45455931468228145,0.7470670113342612,0.35586293122900653,0.49936768412590027,5,19.016,194.09
|
| 7 |
+
0.4316,0.45652969150103645,0.7531683765841883,0.568478590950501,0.3680119961196559,0.36684928986963694,0.8862596937760986,0.2704162168015332,0.49945974349975586,6,19.016,194.64
|
| 8 |
+
0.5029,0.0,0.0,0.0,0.3346197351786546,0.33656052964269084,0.0,0.23306034014984267,inf,7,19.016,197.04
|
| 9 |
+
0.3499,0.2846283783783784,0.20337960168980085,0.2372404083069342,0.335401593018153,0.335970927889478,0.5052694372638695,0.22722774394130618,0.49991488456726074,8,19.016,196.96
|
| 10 |
+
0.3522,0.28816418330053417,0.20619593643130155,0.2403846153846154,0.33785269820834674,0.3384180130887244,0.5034798170610459,0.23217255028459155,0.49998027086257935,9,19.016,197.99
|
| 11 |
+
0.3524,0.3195010793955385,0.26795413397706697,0.29146608315098466,0.34757466220164335,0.34790009196013716,0.5641280572678465,0.24006241569966413,0.5000064373016357,10,19.016,198.11
|
| 12 |
+
0.3549,0.33459991059454625,0.3011466505733253,0.3169931180518793,0.3529067911434195,0.35311509044735045,0.591966593756214,0.24855658144339976,0.5000736713409424,11,19.016,197.1
|
| 13 |
+
0.3622,0.36688741721854307,0.3900623616978475,0.3781201248049922,0.3617817372793434,0.3616869746316946,0.6653410220719825,0.25456160345234013,0.5001052021980286,12,19.016,196.43
|
| 14 |
+
0.37,0.37530493525989866,0.40233353450010056,0.3883495145631068,0.36943248924031624,0.3693227704934441,0.6619606283555379,0.2574801416319645,0.5001754760742188,13,19.016,197.62
|
| 15 |
+
0.3778,0.385166146502662,0.42204787769060553,0.4027644461508927,0.3767109644655528,0.37655985427177785,0.6659375621395903,0.2618681492445406,0.5001612901687622,14,19.016,196.9
|
| 16 |
+
0.3822,0.39096657633243,0.4353248843291088,0.4119550732914525,0.3806141492431562,0.3804323718836761,0.6703121893020482,0.2627507589355306,0.5001430511474609,15,19.016,197.86
|
| 17 |
+
0.3818,0.38988907074013457,0.43130154898410783,0.40955109837631326,0.38043137290274215,0.3802624784949954,0.6671306422748061,0.26253095154120987,0.500130832195282,16,19.016,195.92
|
| 18 |
+
0.3817,0.3892543859649123,0.4284852142426071,0.40792875610456764,0.38048420645031666,0.380325028062322,0.664545635315172,0.26604706982342885,0.5001389980316162,17,19.016,197.73
|
| 19 |
+
0.3819,0.38878676470588236,0.42546771273385636,0.40630102775910093,0.38085413260934503,0.38070654061747644,0.6611652415987274,0.2644413158058637,0.5001479983329773,18,19.016,197.85
|
| 20 |
+
0.3801,0.38616981831664815,0.41903037618185474,0.4019295706705258,0.37927303650288097,0.3791416286047086,0.6583813879498907,0.2670684641831351,0.5001928806304932,19,19.016,198.18
|
| 21 |
+
0.3831,0.3958260869565217,0.45785556226111446,0.42458725865124525,0.37987634298011125,0.3796170196692186,0.6907933982899185,0.27059620285626407,0.5000850558280945,20,19.016,198.85
|
| 22 |
+
0.3851,0.39876246132691645,0.46670690002011667,0.4300676615070906,0.3812481397319407,0.3809649865056448,0.6955657188307814,0.27245778547990357,0.5001091957092285,21,19.016,197.18
|
| 23 |
+
0.3833,0.3956734124214934,0.45624622812311405,0.4238064094179202,0.38023707585018846,0.37998437371549565,0.6888049313978922,0.2712568050789229,0.500085711479187,22,19.016,196.79
|
| 24 |
+
0.3831,0.39568094740508536,0.4570508951921143,0.4241575655745356,0.37994784707067475,0.3796914307033523,0.689998011533108,0.2716511383442939,0.5000600218772888,23,19.016,196.73
|
| 25 |
+
0.3844,0.3972602739726027,0.4608730637698652,0.42670888433600296,0.38102881055495896,0.3807638661270289,0.6911910916683237,0.27351606108029475,0.5001099109649658,24,19.016,196.22
|
| 26 |
+
0.3828,0.39087770307105213,0.43270971635485816,0.4107313347336261,0.3814101771295676,0.38124011441546407,0.6665341022071982,0.2731191877294752,0.5001633763313293,25,19.016,197.64
|
| 27 |
+
0.3875,0.40156943022859093,0.4735465701066184,0.43459798763038865,0.3832202330428588,0.3829222420662511,0.6975541857228077,0.2744861737148838,0.5001142024993896,26,19.016,197.51
|
| 28 |
+
0.3855,0.39833737443713196,0.4626835646751157,0.42810609585853887,0.38207033588172756,0.38180332847386206,0.6907933982899185,0.2735178011388303,0.5000403523445129,27,19.016,197.09
|
| 29 |
+
0.3875,0.40055153395380905,0.4675115670891169,0.4314489928525016,0.38381813466186365,0.383541875684358,0.6915887850467289,0.27462159827056587,0.5000806450843811,28,19.016,197.47
|
| 30 |
+
0.3857,0.3978382147838215,0.4590625628646148,0.42626319230410015,0.3826140022641775,0.38236083696194595,0.686816464505866,0.27378485012235815,0.5000542998313904,29,19.016,196.99
|
| 31 |
+
0.3833,0.3921356421356421,0.4373365520016093,0.4135045173561579,0.38166000775556974,0.38147530959988624,0.6701133426128455,0.27230276026485534,0.500011682510376,30,19.016,197.97
|
_checkpoints/Edge_IIoTset__BiLSTM__FedNova__iid/state.json
CHANGED
|
@@ -1,12 +1,6 @@
|
|
| 1 |
{
|
| 2 |
-
"status": "
|
| 3 |
"tag": "Edge_IIoTset__BiLSTM__FedNova__iid",
|
| 4 |
-
"dataset": "Edge_IIoTset",
|
| 5 |
-
"model": "BiLSTM",
|
| 6 |
-
"fl_algo": "FedNova",
|
| 7 |
-
"partition": "iid",
|
| 8 |
"last_round": 30,
|
| 9 |
-
"
|
| 10 |
-
"elapsed_time_s": 7209.66,
|
| 11 |
-
"updated_at": "2026-05-16 09:07:54"
|
| 12 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"status": "done",
|
| 3 |
"tag": "Edge_IIoTset__BiLSTM__FedNova__iid",
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4 |
"last_round": 30,
|
| 5 |
+
"finished_at": "2026-05-16 09:11:59"
|
|
|
|
|
|
|
| 6 |
}
|
_checkpoints/Edge_IIoTset__BiLSTM__FedNova__non_iid/history.csv
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
accuracy,precision,recall,f1_binary,f1_macro,f1_weighted,fpr,auc_roc,threshold,round,comm_mb,round_time_s
|
| 2 |
+
0.6014,0.6896418944936465,0.3602896801448401,0.47330866807610994,0.5763422362259571,0.5769398309212262,0.16027043149731557,0.5793195883109508,0.4991768002510071,1,19.016,197.93
|
| 3 |
+
0.5509,0.5707130229817324,0.38966002816334744,0.4631201434548715,0.5385647988438947,0.539002377845151,0.2897196261682243,0.5162799876587848,0.4991871118545532,2,19.016,196.96
|
| 4 |
+
0.5381,0.5270935960591133,0.6887950110641722,0.5971919420947065,0.5279408673323644,0.5275392110987428,0.6108570292304634,0.492998204459598,0.49913454055786133,3,19.016,195.25
|
| 5 |
+
0.5005,0.4980885632366996,0.6290484811909073,0.5559605298248733,0.49258431016440785,0.4922167280903772,0.6265659176774707,0.46586607173465316,0.4992307424545288,4,19.016,195.05
|
| 6 |
+
0.484,0.48709897610921504,0.7177630255481794,0.5803513337670787,0.45528470115145214,0.45455931468228145,0.7470670113342612,0.35586293122900653,0.49936768412590027,5,19.016,194.09
|
| 7 |
+
0.4316,0.45652969150103645,0.7531683765841883,0.568478590950501,0.3680119961196559,0.36684928986963694,0.8862596937760986,0.2704162168015332,0.49945974349975586,6,19.016,194.64
|
| 8 |
+
0.5029,0.0,0.0,0.0,0.3346197351786546,0.33656052964269084,0.0,0.23306034014984267,inf,7,19.016,197.04
|
| 9 |
+
0.3499,0.2846283783783784,0.20337960168980085,0.2372404083069342,0.335401593018153,0.335970927889478,0.5052694372638695,0.22722774394130618,0.49991488456726074,8,19.016,196.96
|
| 10 |
+
0.3522,0.28816418330053417,0.20619593643130155,0.2403846153846154,0.33785269820834674,0.3384180130887244,0.5034798170610459,0.23217255028459155,0.49998027086257935,9,19.016,197.99
|
| 11 |
+
0.3524,0.3195010793955385,0.26795413397706697,0.29146608315098466,0.34757466220164335,0.34790009196013716,0.5641280572678465,0.24006241569966413,0.5000064373016357,10,19.016,198.11
|
| 12 |
+
0.3549,0.33459991059454625,0.3011466505733253,0.3169931180518793,0.3529067911434195,0.35311509044735045,0.591966593756214,0.24855658144339976,0.5000736713409424,11,19.016,197.1
|
| 13 |
+
0.3622,0.36688741721854307,0.3900623616978475,0.3781201248049922,0.3617817372793434,0.3616869746316946,0.6653410220719825,0.25456160345234013,0.5001052021980286,12,19.016,196.43
|
| 14 |
+
0.37,0.37530493525989866,0.40233353450010056,0.3883495145631068,0.36943248924031624,0.3693227704934441,0.6619606283555379,0.2574801416319645,0.5001754760742188,13,19.016,197.62
|
| 15 |
+
0.3778,0.385166146502662,0.42204787769060553,0.4027644461508927,0.3767109644655528,0.37655985427177785,0.6659375621395903,0.2618681492445406,0.5001612901687622,14,19.016,196.9
|
| 16 |
+
0.3822,0.39096657633243,0.4353248843291088,0.4119550732914525,0.3806141492431562,0.3804323718836761,0.6703121893020482,0.2627507589355306,0.5001430511474609,15,19.016,197.86
|
| 17 |
+
0.3818,0.38988907074013457,0.43130154898410783,0.40955109837631326,0.38043137290274215,0.3802624784949954,0.6671306422748061,0.26253095154120987,0.500130832195282,16,19.016,195.92
|
| 18 |
+
0.3817,0.3892543859649123,0.4284852142426071,0.40792875610456764,0.38048420645031666,0.380325028062322,0.664545635315172,0.26604706982342885,0.5001389980316162,17,19.016,197.73
|
| 19 |
+
0.3819,0.38878676470588236,0.42546771273385636,0.40630102775910093,0.38085413260934503,0.38070654061747644,0.6611652415987274,0.2644413158058637,0.5001479983329773,18,19.016,197.85
|
| 20 |
+
0.3801,0.38616981831664815,0.41903037618185474,0.4019295706705258,0.37927303650288097,0.3791416286047086,0.6583813879498907,0.2670684641831351,0.5001928806304932,19,19.016,198.18
|
| 21 |
+
0.3831,0.3958260869565217,0.45785556226111446,0.42458725865124525,0.37987634298011125,0.3796170196692186,0.6907933982899185,0.27059620285626407,0.5000850558280945,20,19.016,198.85
|
| 22 |
+
0.3851,0.39876246132691645,0.46670690002011667,0.4300676615070906,0.3812481397319407,0.3809649865056448,0.6955657188307814,0.27245778547990357,0.5001091957092285,21,19.016,197.18
|
| 23 |
+
0.3833,0.3956734124214934,0.45624622812311405,0.4238064094179202,0.38023707585018846,0.37998437371549565,0.6888049313978922,0.2712568050789229,0.500085711479187,22,19.016,196.79
|
| 24 |
+
0.3831,0.39568094740508536,0.4570508951921143,0.4241575655745356,0.37994784707067475,0.3796914307033523,0.689998011533108,0.2716511383442939,0.5000600218772888,23,19.016,196.73
|
| 25 |
+
0.3844,0.3972602739726027,0.4608730637698652,0.42670888433600296,0.38102881055495896,0.3807638661270289,0.6911910916683237,0.27351606108029475,0.5001099109649658,24,19.016,196.22
|
| 26 |
+
0.3828,0.39087770307105213,0.43270971635485816,0.4107313347336261,0.3814101771295676,0.38124011441546407,0.6665341022071982,0.2731191877294752,0.5001633763313293,25,19.016,197.64
|
| 27 |
+
0.3875,0.40156943022859093,0.4735465701066184,0.43459798763038865,0.3832202330428588,0.3829222420662511,0.6975541857228077,0.2744861737148838,0.5001142024993896,26,19.016,197.51
|
| 28 |
+
0.3855,0.39833737443713196,0.4626835646751157,0.42810609585853887,0.38207033588172756,0.38180332847386206,0.6907933982899185,0.2735178011388303,0.5000403523445129,27,19.016,197.09
|
| 29 |
+
0.3875,0.40055153395380905,0.4675115670891169,0.4314489928525016,0.38381813466186365,0.383541875684358,0.6915887850467289,0.27462159827056587,0.5000806450843811,28,19.016,197.47
|
| 30 |
+
0.3857,0.3978382147838215,0.4590625628646148,0.42626319230410015,0.3826140022641775,0.38236083696194595,0.686816464505866,0.27378485012235815,0.5000542998313904,29,19.016,196.99
|
| 31 |
+
0.3833,0.3921356421356421,0.4373365520016093,0.4135045173561579,0.38166000775556974,0.38147530959988624,0.6701133426128455,0.27230276026485534,0.500011682510376,30,19.016,197.97
|
_checkpoints/Edge_IIoTset__BiLSTM__FedNova__non_iid/latest_weights.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c1ad15a7aba0093eda9e6a591b4bec7b58b9fc07f0f660717f8ed291dee79198
|
| 3 |
+
size 296768
|
_checkpoints/Edge_IIoTset__BiLSTM__FedNova__non_iid/state.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"status": "running",
|
| 3 |
+
"tag": "Edge_IIoTset__BiLSTM__FedNova__non_iid",
|
| 4 |
+
"dataset": "Edge_IIoTset",
|
| 5 |
+
"model": "BiLSTM",
|
| 6 |
+
"fl_algo": "FedNova",
|
| 7 |
+
"partition": "non_iid",
|
| 8 |
+
"last_round": 30,
|
| 9 |
+
"n_rounds": 30,
|
| 10 |
+
"elapsed_time_s": 5910.55,
|
| 11 |
+
"updated_at": "2026-05-16 10:50:35"
|
| 12 |
+
}
|
all_results_summary.csv
CHANGED
|
@@ -25,7 +25,8 @@ CICIDS2017__Transformer__FedProx__iid,CICIDS2017,Transformer,FedProx,iid,30,30,7
|
|
| 25 |
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,30.0,0.0,0.0
|
| 26 |
Edge_IIoTset__BiLSTM__FedAvg__iid,Edge_IIoTset,BiLSTM,FedAvg,iid,30,30,1152.1,79233,0.3169,0.82557,0.8716637366149912,0.76356,0.8140385291954072,0.8248966857142657,0.8248966857142657,0.11242,0.9218189936,0.5211995840072632,,,
|
| 27 |
Edge_IIoTset__BiLSTM__FedAvg__non_iid,Edge_IIoTset,BiLSTM,FedAvg,non_iid,30,30,1057.2,79233,0.3169,0.84042,0.8221233913701741,0.86882,0.8448269155970439,0.840291185258382,0.840291185258382,0.18798,0.9326115422,0.4610846936702728,,,
|
| 28 |
-
Edge_IIoTset__BiLSTM__FedNova__iid,Edge_IIoTset,BiLSTM,FedNova,iid,30,30,7440.8,79233,0.3169,0.38373,0.4002025646747807,0.46626,0.4307132365846674,0.3795036748718404,0.
|
|
|
|
| 29 |
Edge_IIoTset__BiLSTM__FedProx__iid,Edge_IIoTset,BiLSTM,FedProx,iid,30,30,8366.9,79233,0.3169,0.77257,0.8185345331307702,0.70042,0.7548849490758205,0.7713798900114914,0.7713798900114913,0.15528,0.8748885938,0.4885738492012024,,,
|
| 30 |
Edge_IIoTset__BiLSTM__FedProx__non_iid,Edge_IIoTset,BiLSTM,FedProx,non_iid,30,30,6867.5,79233,0.3169,0.75395,0.7854461254861408,0.69878,0.7395827820877829,0.7531988040673854,0.7531988040673854,0.19088,0.8671545724,0.4988952279090881,,,
|
| 31 |
Edge_IIoTset__CNN__FedAvg__iid,Edge_IIoTset,CNN,FedAvg,iid,30,30,648.6,8993,0.036,0.99988,0.9997600575861794,1.0,0.9998800143982722,0.999879999998272,0.9998799999982722,0.00024,0.999999514,0.9958939552307128,30.0,0.0,0.0
|
|
|
|
| 25 |
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,30.0,0.0,0.0
|
| 26 |
Edge_IIoTset__BiLSTM__FedAvg__iid,Edge_IIoTset,BiLSTM,FedAvg,iid,30,30,1152.1,79233,0.3169,0.82557,0.8716637366149912,0.76356,0.8140385291954072,0.8248966857142657,0.8248966857142657,0.11242,0.9218189936,0.5211995840072632,,,
|
| 27 |
Edge_IIoTset__BiLSTM__FedAvg__non_iid,Edge_IIoTset,BiLSTM,FedAvg,non_iid,30,30,1057.2,79233,0.3169,0.84042,0.8221233913701741,0.86882,0.8448269155970439,0.840291185258382,0.840291185258382,0.18798,0.9326115422,0.4610846936702728,,,
|
| 28 |
+
Edge_IIoTset__BiLSTM__FedNova__iid,Edge_IIoTset,BiLSTM,FedNova,iid,30,30,7440.8,79233,0.3169,0.38373,0.4002025646747807,0.46626,0.4307132365846674,0.3795036748718404,0.3795036748718403,0.6988,0.2727912348,0.5042815208435059,,,
|
| 29 |
+
Edge_IIoTset__BiLSTM__FedNova__non_iid,Edge_IIoTset,BiLSTM,FedNova,non_iid,30,30,6097.6,79233,0.3169,0.37584,0.3894271872328299,0.43728,0.41196864636719926,0.37347494711813767,0.37347494711813767,0.6856,0.268124213,0.4999898672103882,,,
|
| 30 |
Edge_IIoTset__BiLSTM__FedProx__iid,Edge_IIoTset,BiLSTM,FedProx,iid,30,30,8366.9,79233,0.3169,0.77257,0.8185345331307702,0.70042,0.7548849490758205,0.7713798900114914,0.7713798900114913,0.15528,0.8748885938,0.4885738492012024,,,
|
| 31 |
Edge_IIoTset__BiLSTM__FedProx__non_iid,Edge_IIoTset,BiLSTM,FedProx,non_iid,30,30,6867.5,79233,0.3169,0.75395,0.7854461254861408,0.69878,0.7395827820877829,0.7531988040673854,0.7531988040673854,0.19088,0.8671545724,0.4988952279090881,,,
|
| 32 |
Edge_IIoTset__CNN__FedAvg__iid,Edge_IIoTset,CNN,FedAvg,iid,30,30,648.6,8993,0.036,0.99988,0.9997600575861794,1.0,0.9998800143982722,0.999879999998272,0.9998799999982722,0.00024,0.999999514,0.9958939552307128,30.0,0.0,0.0
|
grid_progress.json
CHANGED
|
@@ -58,10 +58,10 @@
|
|
| 58 |
"Edge_IIoTset__BiLSTM__FedAvg__iid",
|
| 59 |
"Edge_IIoTset__BiLSTM__FedAvg__non_iid",
|
| 60 |
"Edge_IIoTset__BiLSTM__FedProx__iid",
|
| 61 |
-
"Edge_IIoTset__BiLSTM__FedProx__non_iid"
|
|
|
|
| 62 |
],
|
| 63 |
"pending": [
|
| 64 |
-
"Edge_IIoTset__BiLSTM__FedNova__iid",
|
| 65 |
"Edge_IIoTset__BiLSTM__FedNova__non_iid",
|
| 66 |
"Edge_IIoTset__CNN_BiLSTM__FedAvg__iid",
|
| 67 |
"Edge_IIoTset__CNN_BiLSTM__FedAvg__non_iid",
|
|
@@ -76,7 +76,7 @@
|
|
| 76 |
"Edge_IIoTset__Transformer__FedNova__iid",
|
| 77 |
"Edge_IIoTset__Transformer__FedNova__non_iid"
|
| 78 |
],
|
| 79 |
-
"completed_count":
|
| 80 |
-
"pending_count":
|
| 81 |
-
"updated_at": "2026-05-16
|
| 82 |
}
|
|
|
|
| 58 |
"Edge_IIoTset__BiLSTM__FedAvg__iid",
|
| 59 |
"Edge_IIoTset__BiLSTM__FedAvg__non_iid",
|
| 60 |
"Edge_IIoTset__BiLSTM__FedProx__iid",
|
| 61 |
+
"Edge_IIoTset__BiLSTM__FedProx__non_iid",
|
| 62 |
+
"Edge_IIoTset__BiLSTM__FedNova__iid"
|
| 63 |
],
|
| 64 |
"pending": [
|
|
|
|
| 65 |
"Edge_IIoTset__BiLSTM__FedNova__non_iid",
|
| 66 |
"Edge_IIoTset__CNN_BiLSTM__FedAvg__iid",
|
| 67 |
"Edge_IIoTset__CNN_BiLSTM__FedAvg__non_iid",
|
|
|
|
| 76 |
"Edge_IIoTset__Transformer__FedNova__iid",
|
| 77 |
"Edge_IIoTset__Transformer__FedNova__non_iid"
|
| 78 |
],
|
| 79 |
+
"completed_count": 59,
|
| 80 |
+
"pending_count": 13,
|
| 81 |
+
"updated_at": "2026-05-16 09:12:02"
|
| 82 |
}
|