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ResearchFormerly WizWand

Poisoning Attack on Brand Scenario

89.59FID (C)PoisonLoRA

Evaluation results

Method	Links
PoisonLoRA2026.06		89.59	0.23	1	0	132.26	0.34	0.97	6	37.78	0.35	0.99	42.21	0.37	1.01	92	90.59
PoisonLoRA2026.06		139.3	0.32	1.01	2	211.72	0.5	0.87	0	50.92	0.3	0.98	62.89	0.46	1.01	91.2	90.98
PoisonLoRA2026.06		147.33	0.37	1.03	2	142.55	0.38	1.03	2	67.85	0.61	1.06	66.95	0.63	1.04	92	91
PoisonLoRA2026.06		148.52	0.39	1.01	4	148.52	0.39	1.01	4	54.69	0.46	0.99	53.47	0.46	1.03	91.8	92
PoisonLoRA2026.06		168.35	0.42	1.02	2	183.21	0.49	0.95	2	91.45	0.55	0.96	69.47	0.49	1.07	96.4	93.73