Attack Detection on SWaT Malicious Controller Output Injection (test) benchmark leaderboard · SOTA2 Research

Attack Detection on SWaT Malicious Controller Output Injection (test)

99.8F1 ScoreSRLR

Evaluation Results

Method	Links
SRLR2025.12		99.8	100	99.61	99.82	100	99.64
CascadedNN2025.12		99.16	99.37	98.96	99.39	100	98.8
SRLR2025.12		98.22	99.75	96.85	99.99	100	99.99
RNN2025.12		97.95	99.01	97	98.22	99.27	97.23
CascadedNN2025.12		97.27	97.07	97.57	99.99	100	100
NSIBF-RECON2025.12		92.45	86.95	99.81	93.18	89.4	97.76
NSIBF-PRED2025.12		92.45	86.95	99.81	93.83	90.3	98.03
RNN2025.12		88.57	88.53	88.99	98.88	98.01	99.81
NSIBF2025.12		87.27	86.83	88.62	93.91	91.07	97.17
USAD2025.12		85.21	77.72	99.91	89.43	83.23	99.15
OmniAnomaly2025.12		81.21	69.64	99.63	98.74	99.61	97.97
OmniAnomaly2025.12		72.29	60.04	93.24	98.64	97.45	100
NSIBF2025.12		58.39	51.65	69.07	85.93	84.83	87.05
USAD2025.12		50.56	37.78	93.94	82.85	77.38	91.22
EncDec-AD2025.12		50.26	39.46	87.03	91.39	89.12	94.44
NSIBF-RECON2025.12		50.12	33.44	100	75.78	62.21	96.91
NSIBF-PRED2025.12		50.09	33.42	99.94	76.99	63.79	97.25
DAGMM2025.12		48.24	32.13	99.91	49.04	32.84	100
EncDec-AD2025.12		33.57	22.62	66.9	35.43	24.3	67.49
DAGMM2025.12		27.32	16.46	100	28.26	16.46	100