# Audio Jailbreaking on GLM-4-Voice

Source: [Audio Jailbreaking on GLM-4-Voice](<https://www.sota2.com/research/sota/audio-jailbreaking-on-glm-4-voice>)

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

Data updated: 2026-03-17T08:50:24.901Z

Evaluation of model robustness against audio-based jailbreak attacks using the GLM-4-Voice dataset, measured by NR and SC.

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 | Audio Jailbreaking |
| Dataset (including any stated split) | GLM-4-Voice |
| Metric | NR |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [NR](<https://www.sota2.com/research/sota/audio-jailbreaking-on-glm-4-voice.md?metric=NR>): Higher is better; unit: PERCENT.

- [SC](<https://www.sota2.com/research/sota/audio-jailbreaking-on-glm-4-voice.md?metric=SC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | NR | Result date | Report paper |
| --- | --- | --- | --- |
| SWhisper | 98 | Not recorded | 69b8dff00636e5bf4afbe8a1 |
| Auto-DAN | 74 | Not recorded | 69b8dff00636e5bf4afbe8a1 |
| PAIR | 48 | Not recorded | 69b8dff00636e5bf4afbe8a1 |
| GCG | 32 | Not recorded | 69b8dff00636e5bf4afbe8a1 |
| IGCG | 22 | Not recorded | 69b8dff00636e5bf4afbe8a1 |

### SWhisper

NR: 98. Result ID: 69b9152b47f34ce924a1ba42.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff00636e5bf4afbe8a1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8dff00636e5bf4afbe8a1.md>)

Recorded evaluation configuration: {"Surrogate Model":"LLaMA-3.1-8B-Instruct"}. This record does not assert independent reproduction.

### Auto-DAN

NR: 74. Result ID: 69b9152b47f34ce924a1ba41.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff00636e5bf4afbe8a1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72931e209131cea573c9.md>)

Recorded evaluation configuration: {"Surrogate Model":"LLaMA-3.1-8B-Instruct"}. This record does not assert independent reproduction.

### PAIR

NR: 48. Result ID: 69b9152b47f34ce924a1ba40.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff00636e5bf4afbe8a1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74311e209131cea60579.md>)

Recorded evaluation configuration: {"Surrogate Model":"LLaMA-3.1-8B-Instruct"}. This record does not assert independent reproduction.

### GCG

NR: 32. Result ID: 69b9152b47f34ce924a1ba3e.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff00636e5bf4afbe8a1.md>)

Recorded evaluation configuration: {"Surrogate Model":"LLaMA-3.1-8B-Instruct"}. This record does not assert independent reproduction.

### IGCG

NR: 22. Result ID: 69b9152b47f34ce924a1ba3f.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff00636e5bf4afbe8a1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa738e1e209131cea5d33a.md>)

Recorded evaluation configuration: {"Surrogate Model":"LLaMA-3.1-8B-Instruct"}. This record does not assert independent reproduction.

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