# T2V Safety Attack Success Rate on Kling v1.0

Source: [T2V Safety Attack Success Rate on Kling v1.0](<https://www.sota2.com/research/sota/t2v-safety-attack-success-rate-on-kling-v1-0>)

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

Data updated: 2026-05-20T08:23:55.912Z

Evaluation of Text-to-Video (T2V) model safety performance on the Kling v1.0 dataset, measured by Attack Success Rate (ASR) across specific harmful content categories and risk factors.

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 | T2V Safety Attack Success Rate |
| Dataset (including any stated split) | Kling v1.0 |
| Metric | Pornography ASR |
| Unit | PERCENT |
| Direction | Lower is better |
| Results loaded | 3 of 3 |
| 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

- [Pornography ASR](<https://www.sota2.com/research/sota/t2v-safety-attack-success-rate-on-kling-v1-0.md?metric=Pornography%20ASR>): Lower is better; unit: PERCENT.

- [Borderline Pornography ASR](<https://www.sota2.com/research/sota/t2v-safety-attack-success-rate-on-kling-v1-0.md?metric=Borderline%20Pornography%20ASR>): Lower is better; unit: PERCENT.

- [Violence ASR](<https://www.sota2.com/research/sota/t2v-safety-attack-success-rate-on-kling-v1-0.md?metric=Violence%20ASR>): Lower is better; unit: PERCENT.

- [Gore ASR](<https://www.sota2.com/research/sota/t2v-safety-attack-success-rate-on-kling-v1-0.md?metric=Gore%20ASR>): Lower is better; unit: PERCENT.

- [Disturbing Content ASR](<https://www.sota2.com/research/sota/t2v-safety-attack-success-rate-on-kling-v1-0.md?metric=Disturbing%20Content%20ASR>): Lower is better; unit: PERCENT.

- [Discrimination ASR](<https://www.sota2.com/research/sota/t2v-safety-attack-success-rate-on-kling-v1-0.md?metric=Discrimination%20ASR>): Lower is better; unit: PERCENT.

- [Political Sensitivity ASR](<https://www.sota2.com/research/sota/t2v-safety-attack-success-rate-on-kling-v1-0.md?metric=Political%20Sensitivity%20ASR>): Lower is better; unit: PERCENT.

- [Illegal Activities ASR](<https://www.sota2.com/research/sota/t2v-safety-attack-success-rate-on-kling-v1-0.md?metric=Illegal%20Activities%20ASR>): Lower is better; unit: PERCENT.

- [Misinformation ASR](<https://www.sota2.com/research/sota/t2v-safety-attack-success-rate-on-kling-v1-0.md?metric=Misinformation%20ASR>): Lower is better; unit: PERCENT.

- [Sequential Action Risk ASR](<https://www.sota2.com/research/sota/t2v-safety-attack-success-rate-on-kling-v1-0.md?metric=Sequential%20Action%20Risk%20ASR>): Lower is better; unit: PERCENT.

- [Dynamic Variation Risk ASR](<https://www.sota2.com/research/sota/t2v-safety-attack-success-rate-on-kling-v1-0.md?metric=Dynamic%20Variation%20Risk%20ASR>): Lower is better; unit: PERCENT.

- [Average ASR](<https://www.sota2.com/research/sota/t2v-safety-attack-success-rate-on-kling-v1-0.md?metric=Average%20ASR>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Pornography ASR | Result date | Report paper |
| --- | --- | --- | --- |
| T2VSafety Bench | 5 | Not recorded | 68fa7bab1e209131cea89c4c |
| RPG-RT | 25 | Not recorded | 68fa7bab1e209131cea89c4c |
| SceneSplit | 35 | Not recorded | 68fa7bab1e209131cea89c4c |

### T2VSafety Bench

Pornography ASR: 5. Result ID: 6a0d6ee1fbc373592c0564f3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bab1e209131cea89c4c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74bb1e209131cea63572.md>)

Recorded evaluation configuration: {"Attack Method":"T2VSafety Bench"}. This record does not assert independent reproduction.

### RPG-RT

Pornography ASR: 25. Result ID: 6a0d6ee1fbc373592c0564f4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bab1e209131cea89c4c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78e21e209131cea7b000.md>)

Recorded evaluation configuration: {"Attack Method":"RPG-RT"}. This record does not assert independent reproduction.

### SceneSplit

Pornography ASR: 35. Result ID: 6a0d6ee1fbc373592c0564f5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bab1e209131cea89c4c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bab1e209131cea89c4c.md>)

Recorded evaluation configuration: {"Attack Method":"SceneSplit"}. This record does not assert independent reproduction.

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