Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Prompt Injection Attack on GovReport
Loading...
0
Attack Success Rate (ASR)
Heuristic
-4
23
50
77
Apr 30, 2026
Attack Success Rate (ASR)
Memory Usage (GB)
Inference Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Attack Success Rate (ASR)
Memory Usage (GB)
Inference Time (s)
Heuristic
Mem. (GB)=0.0, Time (s...
2026.04
0
-
-
Heuristic
Model=Meta-SecAlign-70...
2026.04
0
0
0
Heuristic Attack
LLM=Llama-3.1-8B-Instruct
2026.04
6
0
0
nanoGCG
Mem. (GB)=79.8, Time (...
2026.04
60
-
-
Context Clipping
LLM=Llama-3.1-8B-Instruct
2026.04
62
34.9
461.8
nanoGCG-OPT
Mem. (GB)=82.6, Time (...
2026.04
74
-
-
FlashRT
Mem. (GB)=34.7, Time (...
2026.04
74
-
-
nanoGCG
LLM=Llama-3.1-8B-Instruct
2026.04
88
82.9
3,634.6
FlashRT
Model=Meta-SecAlign-70...
2026.04
96
219.7
1,962.7
nanoGCG-OPT
LLM=Llama-3.1-8B-Instruct
2026.04
100
88.3
1,132.3
FlashRT
LLM=Llama-3.1-8B-Instruct
2026.04
100
36.3
519.6
Feedback
Search any
task
Search any
task