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Data Extraction Attack on RAP

100Attack Success Rate (ASR)

RAG-Thief

Updated 9d ago

Evaluation Results

Method	Links
RAG-Thief 2026.04		100	38	42	13
RAG-Thief 2026.04		100	37	41	0
RAG-Thief 2026.04		100	35	39	0
Pirate 2026.04		100	44	49	10
Pirate 2026.04		100	43	48	10
ADAM 2026.04		100	62	69	67
ADAM 2026.04		100	66	73	60
ADAM 2026.04		100	73	81	77
ADAM 2026.04		98	57	63	43
Pirate 2026.04		97	41	46	7
Pirate 2026.04		95	37	41	10
RAG-Thief 2026.04		87	32	36	10
MEXTRA 2026.04		63	28	31	13
MEXTRA 2026.04		63	33	37	23
MEXTRA 2026.04		60	30	33	20
MEXTRA 2026.04		50	27	30	20
Vanilla 2026.04		40	12	11	0
Vanilla 2026.04		33	10	11	0
Vanilla 2026.04		30	9	20	0
Vanilla 2026.04		27	8	9	0
RD 2026.05		0.833	-	-	-
RF 2026.05		0.833	-	-	-
NNC 2026.05		0.833	-	-	-
MemAudit 2026.05		0.833	-	-	-
RD 2026.05		0.8	-	-	-
RF 2026.05		0.8	-	-	-
NNC 2026.05		0.8	-	-	-
MemAudit 2026.05		0.8	-	-	-
RD 2026.05		0.8	-	-	-
RF 2026.05		0.8	-	-	-
NNC 2026.05		0.8	-	-	-
MemAudit 2026.05		0.8	-	-	-