notesum.ai

Published at December 10

cs.CR

cs.LG

Released Date: December 10, 2024

Authors: Zhenpeng Wu¹, Jian Lou², Zibin Zheng², Chuan Chen¹

Aff.: ¹Sun Yat-Sen University, Guangzhou, China; ²Sun Yat-Sen University, Zhuhai, China

Method	0.48s (5 trials)		0.96s (10 trials)		1.92s (20 trials)		2.88s (30 trials)
	Avg LCSS	Hit Rate	Avg LCSS	Hit Rate	Avg LCSS	Hit Rate	Avg LCSS	Hit Rate
Train Set
Manual (Carlini et al., 2023)	48.74	12.50	48.74	12.50	48.74	12.50	48.74	12.50
MiniPrompt (Schwarzschild et al., 2024)	46.19	0.00	49.06	0.00	54.36	0.00	61.80	0.00
MemHunter (ours)	77.62	35.16	81.50	37.73	84.52	44.32	87.63	47.62
Test Set
Manual (Carlini et al., 2023)	49.81	10.00	49.81	10.00	49.81	10.00	49.81	10.00
MiniPrompt (Schwarzschild et al., 2024)	49.00	0.00	50.93	0.00	51.48	0.00	61.90	0.00
MemHunter (ours)	77.85	30.38	79.31	32.91	85.91	37.97	84.81	43.04