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Backdoor Attack on DriveVLM Large
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100
ASR
GLA
27.2
46.1
65
83.9
Apr 6, 2026
ASR
FPR
Updated 11d ago
Evaluation Results
Method
Method
Links
ASR
FPR
GLA
Poisoning ratio (ρ)=10%
2026.04
100
0
GLA
Poisoning ratio (ρ)=5%
2026.04
95
0
GLA
Poisoning ratio (ρ)=Av...
2026.04
90
0
Blended
Poisoning ratio (ρ)=10%
2026.04
75
11
GLA
Poisoning ratio (ρ)=2.5%
2026.04
75
0
Blended
Poisoning ratio (ρ)=5%
2026.04
70
0
ISSBA
Poisoning ratio (ρ)=10%
2026.04
70
6
Blended
Poisoning ratio (ρ)=Av...
2026.04
65
4
ISSBA
Poisoning ratio (ρ)=5%
2026.04
65
0
ISSBA
Poisoning ratio (ρ)=Av...
2026.04
65
2
ISSBA
Poisoning ratio (ρ)=2.5%
2026.04
60
0
Blended
Poisoning ratio (ρ)=2.5%
2026.04
50
0
BadNets
Poisoning ratio (ρ)=10%
2026.04
45
6
BadNets
Poisoning ratio (ρ)=Av...
2026.04
36.67
2
BadNets
Poisoning ratio (ρ)=5%
2026.04
35
1
BadNets
Poisoning ratio (ρ)=2.5%
2026.04
30
0
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