safety benchmark
Siren AgentDojo Attack Success Rate
Siren AgentDojo evaluates tool-using agents under adversarial prompt-injection attacks. This metric is the attack success rate; lower is better.
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
Siren AgentDojo Attack Success Rate Ranking
Higher score ranks better on this benchmark.
| 01 | ME | 28.4% | 100.0% | 1 | C |
Siren AgentDojo Attack Success Rate Highlights
The leading models and scores on this benchmark.
What is Siren AgentDojo Attack Success Rate?
What Siren AgentDojo Attack Success Rate measures and how its scores work.
Siren AgentDojo evaluates tool-using agents under adversarial prompt-injection attacks. This metric is the attack success rate; lower is better.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Siren AgentDojo Attack Success Rate
- Modality
- text
- Primary category
- safety
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- siren-agentdojo-attack-success|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Siren AgentDojo Attack Success Rate.
Which model scores highest on Siren AgentDojo Attack Success Rate?
Muse Glimmer-30B is currently ranked first with 28.4%.
What does Siren AgentDojo Attack Success Rate measure?
Siren AgentDojo evaluates tool-using agents under adversarial prompt-injection attacks. This metric is the attack success rate; lower is better.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.