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Benchmarks
Fraud on Product
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100
ASR
TIP
1.2
26.85
52.5
78.15
Mar 25, 2026
ASR
Query Count
Updated 2mo ago
Evaluation Results
Method
Method
Links
ASR
Query Count
TIP
Defense=No Defense
2026.03
100
100
TIP
Defense=Instruction Pr...
2026.03
100
20
TIP
Defense=Sandwich Preve...
2026.03
100
260
TIP
Defense=Perplexity Fil...
2026.03
100
40
TAP
Defense=Instruction Pr...
2026.03
99
660
TAP
Defense=No Defense
2026.03
91
2,580
TIP
Defense=Finetuned Dete...
2026.03
90
140
TAP
Defense=Sandwich Preve...
2026.03
78.6
480
TAP
Defense=Perplexity Fil...
2026.03
52.5
2,480
TAP
Defense=Finetuned Dete...
2026.03
46.5
2,580
Fixed
Defense=Perplexity Fil...
2026.03
28
-
Fixed
Defense=Finetuned Dete...
2026.03
17
-
Fixed
Defense=No Defense
2026.03
16
-
Fixed
Defense=Instruction Pr...
2026.03
10
-
Fixed
Defense=Sandwich Preve...
2026.03
5
-
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