# Backdoor Attack on Semantic Image Reconstruction on ImageNet

Source: [Backdoor Attack on Semantic Image Reconstruction on ImageNet](<https://www.sota2.com/research/sota/backdoor-attack-on-semantic-image-reconstruction-on-imagenet>)

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

Data updated: 2026-03-30T06:19:10.447Z

Evaluation of backdoor attack effectiveness on the ImageNet dataset, specifically measuring performance using semantic image reconstruction metrics (PSNRb, ASR, etc.).

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 | Backdoor Attack on Semantic Image Reconstruction |
| Dataset (including any stated split) | ImageNet |
| Metric | PSNRb |
| Unit | SCALAR |
| Direction | Higher 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

- [PSNRb](<https://www.sota2.com/research/sota/backdoor-attack-on-semantic-image-reconstruction-on-imagenet.md?metric=PSNRb>): Higher is better; unit: SCALAR.

- [ASR](<https://www.sota2.com/research/sota/backdoor-attack-on-semantic-image-reconstruction-on-imagenet.md?metric=ASR>): Higher is better; unit: PERCENT.

- [PSNRm](<https://www.sota2.com/research/sota/backdoor-attack-on-semantic-image-reconstruction-on-imagenet.md?metric=PSNRm>): Higher is better; unit: SCALAR.

- [PSNRc](<https://www.sota2.com/research/sota/backdoor-attack-on-semantic-image-reconstruction-on-imagenet.md?metric=PSNRc>): Higher is better; unit: SCALAR.

- [AEVC](<https://www.sota2.com/research/sota/backdoor-attack-on-semantic-image-reconstruction-on-imagenet.md?metric=AEVC>): Higher is better; unit: SCALAR.

- [CA](<https://www.sota2.com/research/sota/backdoor-attack-on-semantic-image-reconstruction-on-imagenet.md?metric=CA>): Higher is better; unit: PERCENT.

- [AC](<https://www.sota2.com/research/sota/backdoor-attack-on-semantic-image-reconstruction-on-imagenet.md?metric=AC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNRb | Result date | Report paper |
| --- | --- | --- | --- |
| CT-BA | 34.24 | Not recorded | 68fa78a81e209131cea79acf |
| CT-BA | 32.81 | Not recorded | 68fa78a81e209131cea79acf |
| CT-BA | 26.73 | Not recorded | 68fa78a81e209131cea79acf |

### CT-BA

PSNRb: 34.24. Result ID: 69ca154f47f34ce924b1e9e2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78a81e209131cea79acf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78a81e209131cea79acf.md>)

Recorded evaluation configuration: {"Bandwidth Ratio (R)":"1/4"}. This record does not assert independent reproduction.

### CT-BA

PSNRb: 32.81. Result ID: 69ca154f47f34ce924b1e9e3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78a81e209131cea79acf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78a81e209131cea79acf.md>)

Recorded evaluation configuration: {"Bandwidth Ratio (R)":"1/6"}. This record does not assert independent reproduction.

### CT-BA

PSNRb: 26.73. Result ID: 69ca154f47f34ce924b1e9e4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78a81e209131cea79acf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78a81e209131cea79acf.md>)

Recorded evaluation configuration: {"Bandwidth Ratio (R)":"1/12"}. This record does not assert independent reproduction.

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