# Trojan Detection on SVHN Source: [Trojan Detection on SVHN]() Collection index: [llms.txt]() Data updated: 2026-05-21T12:47:35.721Z Evaluation of a model's capability to detect Trojans within the SVHN dataset, reporting standard binary classification metrics (TP, FP, FN, TN, Accuracy). 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 | Trojan Detection | | Dataset (including any stated split) | SVHN | | Metric | True Positives (TP) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 32 of 32 | | 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 - [True Positives (TP)](): Higher is better; unit: SCALAR. - [False Positives (FP)](): Lower is better; unit: SCALAR. - [False Negatives (FN)](): Lower is better; unit: SCALAR. - [True Negatives (TN)](): Higher is better; unit: SCALAR. - [Accuracy (Acc)](): Higher is better; unit: PERCENT. ## Recorded results | Method | True Positives (TP) | Result date | Report paper | | --- | --- | --- | --- | | NC | 10 | Not recorded | 6a0e91b8f984739ed6738cc9 | | MIST | 10 | Not recorded | 6a0e91b8f984739ed6738cc9 | | FeatuRE | 10 | Not recorded | 6a0e91b8f984739ed6738cc9 | | MIST | 10 | Not recorded | 6a0e91b8f984739ed6738cc9 | | MIST | 10 | Not recorded | 6a0e91b8f984739ed6738cc9 | | MIST | 10 | Not recorded | 6a0e91b8f984739ed6738cc9 | | FeatuRE | 9 | Not recorded | 6a0e91b8f984739ed6738cc9 | | ABS | 9 | Not recorded | 6a0e91b8f984739ed6738cc9 | | MIST | 9 | Not recorded | 6a0e91b8f984739ed6738cc9 | | MIST | 9 | Not recorded | 6a0e91b8f984739ed6738cc9 | | NC | 9 | Not recorded | 6a0e91b8f984739ed6738cc9 | | FeatuRE | 9 | Not recorded | 6a0e91b8f984739ed6738cc9 | | MIST | 8 | Not recorded | 6a0e91b8f984739ed6738cc9 | | NC | 8 | Not recorded | 6a0e91b8f984739ed6738cc9 | | NC | 7 | Not recorded | 6a0e91b8f984739ed6738cc9 | | FeatuRE | 7 | Not recorded | 6a0e91b8f984739ed6738cc9 | | ABS | 7 | Not recorded | 6a0e91b8f984739ed6738cc9 | | NC | 6 | Not recorded | 6a0e91b8f984739ed6738cc9 | | ABS | 6 | Not recorded | 6a0e91b8f984739ed6738cc9 | | FeatuRE | 6 | Not recorded | 6a0e91b8f984739ed6738cc9 | | ABS | 6 | Not recorded | 6a0e91b8f984739ed6738cc9 | | MIST | 6 | Not recorded | 6a0e91b8f984739ed6738cc9 | | ABS | 6 | Not recorded | 6a0e91b8f984739ed6738cc9 | | ABS | 5 | Not recorded | 6a0e91b8f984739ed6738cc9 | | ABS | 4 | Not recorded | 6a0e91b8f984739ed6738cc9 | | NC | 4 | Not recorded | 6a0e91b8f984739ed6738cc9 | | NC | 4 | Not recorded | 6a0e91b8f984739ed6738cc9 | | ABS | 3 | Not recorded | 6a0e91b8f984739ed6738cc9 | | NC | 2 | Not recorded | 6a0e91b8f984739ed6738cc9 | | FeatuRE | 1 | Not recorded | 6a0e91b8f984739ed6738cc9 | | FeatuRE | 0 | Not recorded | 6a0e91b8f984739ed6738cc9 | | FeatuRE | 0 | Not recorded | 6a0e91b8f984739ed6738cc9 | ### NC True Positives (TP): 10. Result ID: 6a0efed1fbc373592c079f62. [Reporting paper]() Recorded evaluation configuration: {"Attack":"BadNet"}. This record does not assert independent reproduction. ### MIST True Positives (TP): 10. Result ID: 6a0efed1fbc373592c079f65. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack":"BadNet"}. This record does not assert independent reproduction. ### FeatuRE True Positives (TP): 10. Result ID: 6a0efed1fbc373592c079f6c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack":"Input-Aware"}. This record does not assert independent reproduction. ### MIST True Positives (TP): 10. Result ID: 6a0efed1fbc373592c079f6d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack":"Input-Aware"}. This record does not assert independent reproduction. ### MIST True Positives (TP): 10. Result ID: 6a0efed1fbc373592c079f7d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack":"TrojanNN"}. This record does not assert independent reproduction. ### MIST True Positives (TP): 10. Result ID: 6a0efed1fbc373592c079f81. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack":"Wanet"}. This record does not assert independent reproduction. ### FeatuRE True Positives (TP): 9. Result ID: 6a0efed1fbc373592c079f64. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack":"BadNet"}. This record does not assert independent reproduction. ### ABS True Positives (TP): 9. Result ID: 6a0efed1fbc373592c079f67. [Reporting paper]() Recorded evaluation configuration: {"Attack":"Blended"}. This record does not assert independent reproduction. ### MIST True Positives (TP): 9. Result ID: 6a0efed1fbc373592c079f69. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack":"Blended"}. This record does not assert independent reproduction. ### MIST True Positives (TP): 9. Result ID: 6a0efed1fbc373592c079f71. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack":"Refool"}. This record does not assert independent reproduction. ### NC True Positives (TP): 9. Result ID: 6a0efed1fbc373592c079f76. [Reporting paper]() Recorded evaluation configuration: {"Attack":"SSBA"}. This record does not assert independent reproduction. ### FeatuRE True Positives (TP): 9. Result ID: 6a0efed1fbc373592c079f80. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack":"Wanet"}. This record does not assert independent reproduction. ### MIST True Positives (TP): 8. Result ID: 6a0efed1fbc373592c079f79. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack":"SSBA"}. This record does not assert independent reproduction. ### NC True Positives (TP): 8. Result ID: 6a0efed1fbc373592c079f7e. [Reporting paper]() Recorded evaluation configuration: {"Attack":"Wanet"}. This record does not assert independent reproduction. ### NC True Positives (TP): 7. Result ID: 6a0efed1fbc373592c079f6a. [Reporting paper]() Recorded evaluation configuration: {"Attack":"Input-Aware"}. This record does not assert independent reproduction. ### FeatuRE True Positives (TP): 7. Result ID: 6a0efed1fbc373592c079f78. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack":"SSBA"}. This record does not assert independent reproduction. ### ABS True Positives (TP): 7. Result ID: 6a0efed1fbc373592c079f7b. [Reporting paper]() Recorded evaluation configuration: {"Attack":"TrojanNN"}. This record does not assert independent reproduction. ### NC True Positives (TP): 6. Result ID: 6a0efed1fbc373592c079f66. [Reporting paper]() Recorded evaluation configuration: {"Attack":"Blended"}. This record does not assert independent reproduction. ### ABS True Positives (TP): 6. Result ID: 6a0efed1fbc373592c079f6b. [Reporting paper]() Recorded evaluation configuration: {"Attack":"Input-Aware"}. This record does not assert independent reproduction. ### FeatuRE True Positives (TP): 6. Result ID: 6a0efed1fbc373592c079f70. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack":"Refool"}. This record does not assert independent reproduction. ### ABS True Positives (TP): 6. Result ID: 6a0efed1fbc373592c079f73. [Reporting paper]() Recorded evaluation configuration: {"Attack":"SIG"}. This record does not assert independent reproduction. ### MIST True Positives (TP): 6. Result ID: 6a0efed1fbc373592c079f75. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack":"SIG"}. This record does not assert independent reproduction. ### ABS True Positives (TP): 6. Result ID: 6a0efed1fbc373592c079f77. [Reporting paper]() Recorded evaluation configuration: {"Attack":"SSBA"}. This record does not assert independent reproduction. ### ABS True Positives (TP): 5. Result ID: 6a0efed1fbc373592c079f7f. [Reporting paper]() Recorded evaluation configuration: {"Attack":"Wanet"}. This record does not assert independent reproduction. ### ABS True Positives (TP): 4. Result ID: 6a0efed1fbc373592c079f6f. [Reporting paper]() Recorded evaluation configuration: {"Attack":"Refool"}. This record does not assert independent reproduction. ### NC True Positives (TP): 4. Result ID: 6a0efed1fbc373592c079f72. [Reporting paper]() Recorded evaluation configuration: {"Attack":"SIG"}. This record does not assert independent reproduction. ### NC True Positives (TP): 4. Result ID: 6a0efed1fbc373592c079f7a. [Reporting paper]() Recorded evaluation configuration: {"Attack":"TrojanNN"}. This record does not assert independent reproduction. ### ABS True Positives (TP): 3. Result ID: 6a0efed1fbc373592c079f63. [Reporting paper]() Recorded evaluation configuration: {"Attack":"BadNet"}. This record does not assert independent reproduction. ### NC True Positives (TP): 2. Result ID: 6a0efed1fbc373592c079f6e. [Reporting paper]() Recorded evaluation configuration: {"Attack":"Refool"}. This record does not assert independent reproduction. ### FeatuRE True Positives (TP): 1. Result ID: 6a0efed1fbc373592c079f68. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack":"Blended"}. This record does not assert independent reproduction. ### FeatuRE True Positives (TP): 0. Result ID: 6a0efed1fbc373592c079f74. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack":"SIG"}. This record does not assert independent reproduction. ### FeatuRE True Positives (TP): 0. Result ID: 6a0efed1fbc373592c079f7c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack":"TrojanNN"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.