# Backdoor Detection on CIFAR10 (210 77) Source: [Backdoor Detection on CIFAR10 (210 77)]() Collection index: [llms.txt]() Data updated: 2026-05-20T07:25:13.706Z Evaluation of backdoor detection performance on the CIFAR-10 dataset using the specific configuration or split identified as (210 77), reporting metrics like True Positive Rate (TPR), False Positive Rate (FPR), and inference time. 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 Detection | | Dataset (including any stated split) | CIFAR10 (210 77) | | Metric | TPR | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [TPR](): Higher is better; unit: PERCENT. - [FPR](): Lower is better; unit: PERCENT. - [Inference Time](): Lower is better; unit: TIME. ## Recorded results | Method | TPR | Result date | Report paper | | --- | --- | --- | --- | | HTell | 98.1 | Not recorded | 6a0d4017f984739ed6737814 | | BARBIE | 86.19 | Not recorded | 6a0d4017f984739ed6737814 | | NC | 52.78 | Not recorded | 6a0d4017f984739ed6737814 | | DQ | 52.38 | Not recorded | 6a0d4017f984739ed6737814 | | MM-BD | 31.9 | Not recorded | 6a0d4017f984739ed6737814 | | FeatureRE | 27.62 | Not recorded | 6a0d4017f984739ed6737814 | | FreeEagle | 25.71 | Not recorded | 6a0d4017f984739ed6737814 | | DF-TND | 20 | Not recorded | 6a0d4017f984739ed6737814 | ### HTell TPR: 98.1. Result ID: 6a0d61bdfbc373592c050940. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BARBIE TPR: 86.19. Result ID: 6a0d61bdfbc373592c05093f. [Reporting paper]() Recorded evaluation configuration: {"accuracy\_limitation":"only identifies whether the model is backdoored"}. This record does not assert independent reproduction. ### NC TPR: 52.78. Result ID: 6a0d61bdfbc373592c050939. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DQ TPR: 52.38. Result ID: 6a0d61bdfbc373592c05093c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MM-BD TPR: 31.9. Result ID: 6a0d61bdfbc373592c05093e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FeatureRE TPR: 27.62. Result ID: 6a0d61bdfbc373592c05093a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FreeEagle TPR: 25.71. Result ID: 6a0d61bdfbc373592c05093d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DF-TND TPR: 20. Result ID: 6a0d61bdfbc373592c05093b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.