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Benchmarks
Prompt Injection Attack on NarrativeQA
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86
ASR
nanoGCG-OPT
-3.44
19.78
43
66.22
Apr 30, 2026
ASR
Memory (GB)
Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
ASR
Memory (GB)
Time (s)
nanoGCG-OPT
Mem. (GB)=166.9, Time...
2026.04
86
-
-
FlashRT
Mem. (GB)=51.8, Time (...
2026.04
86
-
-
nanoGCG
Mem. (GB)=164.1, Time...
2026.04
58
-
-
nanoGCG-OPT
LLM=Llama-3.1-8B-Instruct
2026.04
0.98
168.7
2,695.1
FlashRT
LLM=Llama-3.1-8B-Instruct
2026.04
0.98
53.7
1,039.5
FlashRT
Model=Meta-SecAlign-70...
2026.04
0.88
215.9
3,886.4
nanoGCG
LLM=Llama-3.1-8B-Instruct
2026.04
0.88
164.8
2,736.9
Context Clipping
LLM=Llama-3.1-8B-Instruct
2026.04
0.64
61.4
477.3
Heuristic Attack
LLM=Llama-3.1-8B-Instruct
2026.04
0.6
0
0
Heuristic
Model=Meta-SecAlign-70...
2026.04
0.06
0
0
Heuristic
Mem. (GB)=0.0, Time (s...
2026.04
0
-
-
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