# Backdoor Defense on Tiny-ImageNet SSBA (test) Source: [Backdoor Defense on Tiny-ImageNet SSBA (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:37:58.573Z Evaluation of backdoor defense mechanisms on the Tiny-ImageNet SSBA test set, reporting Clean Accuracy (C-Acc) and Attack Success Rate (ASR). 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 Defense | | Dataset (including any stated split) | Tiny-ImageNet SSBA (test) | | Metric | C-Acc | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [C-Acc](): Higher is better; unit: PERCENT. - [ASR](): Higher is better; unit: PERCENT. ## Recorded results | Method | C-Acc | Result date | Report paper | | --- | --- | --- | --- | | Clean | 73.88 | Not recorded | 68fa753e1e209131cea66bbb | | Attack | 73.02 | Not recorded | 68fa753e1e209131cea66bbb | | Clean | 72.1 | Not recorded | 68fa753e1e209131cea66bbb | | SAM | 70.61 | Not recorded | 68fa753e1e209131cea66bbb | | EP | 70.24 | Not recorded | 68fa753e1e209131cea66bbb | | SAM | 70.18 | Not recorded | 68fa753e1e209131cea66bbb | | EP | 69.98 | Not recorded | 68fa753e1e209131cea66bbb | | BTI | 68.92 | Not recorded | 68fa753e1e209131cea66bbb | | PAM | 68.01 | Not recorded | 68fa753e1e209131cea66bbb | | BTI | 67.98 | Not recorded | 68fa753e1e209131cea66bbb | | PAM | 67.39 | Not recorded | 68fa753e1e209131cea66bbb | | FST | 65.85 | Not recorded | 68fa753e1e209131cea66bbb | | FST | 64.77 | Not recorded | 68fa753e1e209131cea66bbb | ### Clean C-Acc: 73.88. Result ID: 699384653a6c314849168691. [Reporting paper]() Recorded evaluation configuration: {"Mode":"O-Robustness","Backbone":"ResNet-18","Poisoning Rate":"5%"}. This record does not assert independent reproduction. ### Attack C-Acc: 73.02. Result ID: 699384653a6c314849168690. [Reporting paper]() Recorded evaluation configuration: {"Mode":"O-Backdoor","Backbone":"ResNet-18","Poisoning Rate":"5%"}. This record does not assert independent reproduction. ### Clean C-Acc: 72.1. Result ID: 699384653a6c314849168692. [Reporting paper]() Recorded evaluation configuration: {"Mode":"P-Robustness","Backbone":"ResNet-18","Poisoning Rate":"5%"}. This record does not assert independent reproduction. ### SAM C-Acc: 70.61. Result ID: 699384653a6c314849168696. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"P-Robustness","Backbone":"ResNet-18","Poisoning Rate":"5%"}. This record does not assert independent reproduction. ### EP C-Acc: 70.24. Result ID: 699384653a6c314849168693. [Reporting paper]() Recorded evaluation configuration: {"Mode":"O-Robustness","Backbone":"ResNet-18","Poisoning Rate":"5%"}. This record does not assert independent reproduction. ### SAM C-Acc: 70.18. Result ID: 699384653a6c314849168695. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"O-Robustness","Backbone":"ResNet-18","Poisoning Rate":"5%"}. This record does not assert independent reproduction. ### EP C-Acc: 69.98. Result ID: 699384653a6c314849168694. [Reporting paper]() Recorded evaluation configuration: {"Mode":"P-Robustness","Backbone":"ResNet-18","Poisoning Rate":"5%"}. This record does not assert independent reproduction. ### BTI C-Acc: 68.92. Result ID: 699384653a6c314849168699. [Reporting paper]() Recorded evaluation configuration: {"Mode":"O-Robustness","Backbone":"ResNet-18","Poisoning Rate":"5%"}. This record does not assert independent reproduction. ### PAM C-Acc: 68.01. Result ID: 699384653a6c31484916869b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"O-Robustness","Backbone":"ResNet-18","Poisoning Rate":"5%"}. This record does not assert independent reproduction. ### BTI C-Acc: 67.98. Result ID: 699384653a6c31484916869a. [Reporting paper]() Recorded evaluation configuration: {"Mode":"P-Robustness","Backbone":"ResNet-18","Poisoning Rate":"5%"}. This record does not assert independent reproduction. ### PAM C-Acc: 67.39. Result ID: 699384653a6c31484916869c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"P-Robustness","Backbone":"ResNet-18","Poisoning Rate":"5%"}. This record does not assert independent reproduction. ### FST C-Acc: 65.85. Result ID: 699384653a6c314849168697. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"O-Robustness","Backbone":"ResNet-18","Poisoning Rate":"5%"}. This record does not assert independent reproduction. ### FST C-Acc: 64.77. Result ID: 699384653a6c314849168698. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"P-Robustness","Backbone":"ResNet-18","Poisoning Rate":"5%"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.