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Attack Detection on VeReMi Extension

95.14Recall (A(1))

FedSecureFormer

Updated 4d ago

Evaluation Results

Method	Links
FedSecureFormer 2025.12		95.14	61.92	100	89.88	98.76	98.96	100	100	92.14	80.42	52.97	58.88	99.52	74.64	73.97	97.73	32.09	100	71.33
Method [2] 2025.12		91	42	75	42	94.25	98.6	90	91.35	90	100	100	60	100	100	48	88.5	100	93.33	76.35
Hybrid CNN-LSTM 2025.12		82.5	73	99.83	59.17	97.17	96.17	99.83	99.83	85.83	79.17	46.67	63.33	96.17	74	55.17	97.33	40.83	91.83	86.5
Method [6] 2025.12		82.34	74.67	99.3	99.36	81.81	3.81	99.48	98.55	6.53	6.81	99.92	99.9	78.25	78.88	60.04	2.78	53.26	79.58	76.93
Method [4] 2025.12		42.5	5.5	100	8	94.5	42	100	100	9	98.5	98.5	8.5	98	100	99.5	98.5	97.5	100	99