======================================
    IID: 0
    Dataset: cifar
    Model: resnet
    Model Init: None
    Aggregation Function: RLR
    start: 0
    fre: 1
    Attack method: RL
    Attack tau: 0.8
    Fraction of malicious agents: 10.0%
    Poison Frac: 0.5
    Backdoor From -1 to 5
    Attack Begin: 0
    Trigger Shape: square
    Trigger Position X: 27
    Trigger Position Y: 27
    Number of agents: 100
    Fraction of agents each turn: 10(10.0%)
    Local batch size: 64
    Local epoch: 2
    Client_LR: 0.1
    Client_Momentum: 0.9
    Global Rounds: 200
    RobustLR_threshold: 4
======================================
main_task_accuracy=[0.0001, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 35.31999969482422, 34.02000045776367, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 44.029998779296875, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 38.119998931884766, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 53.459999084472656, 10.0, 53.619998931884766, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 60.560001373291016, 10.0, 10.0, 10.0, 10.0, 62.4900016784668, 62.939998626708984, 62.56999969482422, 62.68000030517578, 10.0, 10.0, 64.58999633789062, 10.0, 10.0, 10.0, 64.31999969482422, 65.55000305175781, 63.83000183105469, 10.0, 10.0, 64.8499984741211, 64.23999786376953, 65.75, 66.20999908447266, 67.3499984741211, 65.70999908447266, 67.41000366210938, 60.779998779296875, 67.37999725341797, 68.12000274658203, 68.91999816894531, 67.23999786376953, 66.47000122070312, 68.62999725341797, 10.0, 10.0, 10.0, 68.27999877929688, 10.0, 67.04000091552734, 69.41999816894531, 10.0, 68.75, 69.83000183105469, 68.69000244140625, 68.30000305175781, 69.80000305175781, 68.7699966430664, 69.87000274658203, 69.13999938964844, 69.41999816894531, 69.94999694824219, 69.79000091552734, 69.19999694824219, 68.66999816894531, 69.73999786376953, 71.5999984741211, 69.9000015258789, 68.9000015258789, 10.0, 68.55999755859375, 10.0, 70.41999816894531, 70.87999725341797, 70.2300033569336, 71.0999984741211, 71.58999633789062, 70.27999877929688, 70.26000213623047, 67.63999938964844, 70.48999786376953, 10.0, 68.20999908447266, 69.87000274658203, 70.27999877929688, 70.3499984741211, 71.51000213623047, 72.16999816894531, 69.98999786376953, 69.95999908447266, 69.02999877929688, 72.19000244140625, 71.06999969482422, 62.68000030517578, 10.0, 68.91000366210938, 65.75, 10.0, 68.23999786376953, 58.630001068115234, 10.0, 66.2699966430664, 63.54999923706055, 63.68000030517578, 66.76000213623047, 69.80000305175781, 68.86000061035156, 66.7300033569336, 66.43000030517578, 67.33999633789062, 69.12000274658203, 69.41999816894531, 68.80000305175781, 65.80000305175781, 61.90999984741211, 10.0, 70.80000305175781, 68.01000213623047, 65.4800033569336, 65.80999755859375, 67.55999755859375, 10.0, 69.26000213623047, 67.68000030517578, 58.310001373291016, 67.69999694824219, 69.22000122070312, 70.83999633789062, 70.63999938964844, 66.08000183105469, 68.58000183105469, 70.86000061035156, 68.76000213623047, 71.08999633789062, 67.91000366210938, 64.37999725341797, 67.08999633789062, 73.95999908447266, 74.01000213623047, 69.55000305175781, 70.0999984741211, 70.7699966430664, 70.1500015258789, 70.05000305175781, 70.05000305175781, 70.38999938964844, 65.48999786376953, 65.16999816894531, 68.87000274658203, 68.0199966430664, 71.91999816894531, 71.88999938964844]
backdoor_accuracy=[0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 10.766666666666667, 15.377777777777778, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 22.3, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 18.977777777777778, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 15.6, 0.0, 9.544444444444444, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.111111111111111, 0.0, 0.0, 0.0, 0.0, 18.377777777777776, 14.044444444444444, 9.744444444444444, 10.422222222222222, 0.0, 0.0, 13.944444444444445, 0.0, 0.0, 0.0, 5.9222222222222225, 12.644444444444444, 9.11111111111111, 0.0, 0.0, 12.822222222222223, 14.7, 16.6, 13.71111111111111, 12.366666666666667, 9.455555555555556, 19.022222222222222, 16.488888888888887, 18.81111111111111, 27.211111111111112, 20.833333333333332, 15.411111111111111, 11.855555555555556, 24.477777777777778, 0.0, 0.0, 0.0, 30.288888888888888, 0.0, 25.5, 40.08888888888889, 0.0, 29.88888888888889, 39.12222222222222, 30.377777777777776, 25.988888888888887, 37.37777777777778, 36.34444444444444, 31.31111111111111, 41.05555555555556, 30.555555555555557, 30.92222222222222, 31.68888888888889, 33.08888888888889, 31.444444444444443, 39.67777777777778, 38.27777777777778, 43.833333333333336, 45.6, 0.0, 27.08888888888889, 0.0, 38.22222222222222, 39.455555555555556, 37.43333333333333, 41.577777777777776, 46.9, 56.422222222222224, 59.03333333333333, 50.94444444444444, 59.455555555555556, 0.0, 54.077777777777776, 62.6, 53.75555555555555, 59.266666666666666, 60.17777777777778, 64.15555555555555, 59.044444444444444, 58.233333333333334, 55.0, 67.97777777777777, 68.28888888888889, 76.65555555555555, 0.0, 59.13333333333333, 72.36666666666666, 0.0, 76.08888888888889, 79.64444444444445, 0.0, 71.65555555555555, 69.74444444444444, 78.47777777777777, 74.04444444444445, 71.41111111111111, 79.42222222222222, 77.6, 72.07777777777778, 76.37777777777778, 75.11111111111111, 81.82222222222222, 79.35555555555555, 77.0111111111111, 83.14444444444445, 0.0, 84.5, 87.84444444444445, 85.63333333333334, 83.5, 89.12222222222222, 0.0, 82.94444444444444, 88.82222222222222, 83.24444444444444, 76.43333333333334, 82.9888888888889, 87.38888888888889, 89.58888888888889, 80.04444444444445, 87.07777777777778, 80.12222222222222, 88.52222222222223, 90.12222222222222, 91.36666666666666, 88.46666666666667, 78.84444444444445, 85.44444444444444, 84.82222222222222, 73.86666666666666, 82.77777777777777, 82.67777777777778, 82.95555555555555, 82.04444444444445, 89.28888888888889, 88.77777777777777, 89.91111111111111, 87.28888888888889, 83.83333333333333, 83.77777777777777, 88.4888888888889, 88.35555555555555]
BBSR:91.37
ABSR:85.58
max acc:74.01
