# Backdoor Detection on GTSRB 840/91 Source: [Backdoor Detection on GTSRB 840/91]() Collection index: [llms.txt]() Data updated: 2026-05-20T07:25:13.730Z Evaluation of backdoor detection mechanisms applied to the specific GTSRB 840/91 configuration, reporting detection performance metrics such as 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) | GTSRB 840/91 | | 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 | 99.05 | Not recorded | 6a0d4017f984739ed6737814 | | BARBIE | 86.67 | Not recorded | 6a0d4017f984739ed6737814 | | DQ | 65.24 | Not recorded | 6a0d4017f984739ed6737814 | | NC | 54.16 | Not recorded | 6a0d4017f984739ed6737814 | | FreeEagle | 43.81 | Not recorded | 6a0d4017f984739ed6737814 | | MM-BD | 40.36 | Not recorded | 6a0d4017f984739ed6737814 | | FeatureRE | 38.93 | Not recorded | 6a0d4017f984739ed6737814 | | DF-TND | 7.08 | Not recorded | 6a0d4017f984739ed6737814 | ### HTell TPR: 99.05. Result ID: 6a0d61bdfbc373592c050948. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BARBIE TPR: 86.67. Result ID: 6a0d61bdfbc373592c050947. [Reporting paper]() Recorded evaluation configuration: {"accuracy\_limitation":"only identifies whether the model is backdoored"}. This record does not assert independent reproduction. ### DQ TPR: 65.24. Result ID: 6a0d61bdfbc373592c050944. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NC TPR: 54.16. Result ID: 6a0d61bdfbc373592c050941. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FreeEagle TPR: 43.81. Result ID: 6a0d61bdfbc373592c050945. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MM-BD TPR: 40.36. Result ID: 6a0d61bdfbc373592c050946. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FeatureRE TPR: 38.93. Result ID: 6a0d61bdfbc373592c050942. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DF-TND TPR: 7.08. Result ID: 6a0d61bdfbc373592c050943. [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.