# Indirect Prompt Injection Defense on Important Messages DeepSeek V3.2 (test)

Source: [Indirect Prompt Injection Defense on Important Messages DeepSeek V3.2 (test)](<https://www.sota2.com/research/sota/indirect-prompt-injection-defense-on-important-messages-deepseek-v3-2-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:23:51.692Z

Evaluation of model defense mechanisms against indirect prompt injection attacks using the test split of the Important Messages DeepSeek V3.2 dataset, measured by ASR, UA, and BU.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Indirect Prompt Injection Defense |
| Dataset (including any stated split) | Important Messages DeepSeek V3.2 (test) |
| Metric | ASR |
| Unit | PERCENT |
| Direction | Lower is better |
| Results loaded | 1 of 1 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [ASR](<https://www.sota2.com/research/sota/indirect-prompt-injection-defense-on-important-messages-deepseek-v3-2-test.md?metric=ASR>): Lower is better; unit: PERCENT.

- [UA](<https://www.sota2.com/research/sota/indirect-prompt-injection-defense-on-important-messages-deepseek-v3-2-test.md?metric=UA>): Higher is better; unit: PERCENT.

- [BU](<https://www.sota2.com/research/sota/indirect-prompt-injection-defense-on-important-messages-deepseek-v3-2-test.md?metric=BU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | ASR | Result date | Report paper |
| --- | --- | --- | --- |
| No Defense | 42.68 | Not recorded | 6937acf86cfd488761a4e6a2 |

### No Defense

ASR: 42.68. Result ID: 69962d5d5698665ec46edf67.

[Reporting paper](<https://www.sota2.com/research/paper/6937acf86cfd488761a4e6a2.md>)

Recorded evaluation configuration: {"Model":"DeepSeek-V3.2"}. This record does not assert independent reproduction.

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