# Website Fingerprinting on WTF-PAD Open-World Source: [Website Fingerprinting on WTF-PAD Open-World]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:58:16.667Z Evaluation of model performance on Website Fingerprinting detection using the WTF-PAD Open-World dataset, measured by Precision and Recall. 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 | Website Fingerprinting | | Dataset (including any stated split) | WTF-PAD Open-World | | Metric | Precision | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [Precision](): Higher is better; unit: SCALAR. - [Recall](): Higher is better; unit: SCALAR. ## Recorded results | Method | Precision | Result date | Report paper | | --- | --- | --- | --- | | DF attack | 0.979 | Not recorded | 68fa68811e209131cea1c892 | | DF attack | 0.972 | Not recorded | 68fa68811e209131cea1c892 | | DF attack | 0.961 | Not recorded | 68fa68811e209131cea1c892 | | DF attack | 0.74 | Not recorded | 68fa68811e209131cea1c892 | | DF attack | 0.667 | Not recorded | 68fa68811e209131cea1c892 | | DF attack | 0.64 | Not recorded | 68fa68811e209131cea1c892 | ### DF attack Precision: 0.979. Result ID: 698d738a8b517eb433219c5c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Representation":"Directional Time","Optimization Goal":"Tuned for Precision"}. This record does not assert independent reproduction. ### DF attack Precision: 0.972. Result ID: 698d738a8b517eb433219c5a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Representation":"Raw Timing","Optimization Goal":"Tuned for Precision"}. This record does not assert independent reproduction. ### DF attack Precision: 0.961. Result ID: 698d738a8b517eb433219c58. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Representation":"Direction","Optimization Goal":"Tuned for Precision"}. This record does not assert independent reproduction. ### DF attack Precision: 0.74. Result ID: 698d738a8b517eb433219c5d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Representation":"Directional Time","Optimization Goal":"Tuned for Recall"}. This record does not assert independent reproduction. ### DF attack Precision: 0.667. Result ID: 698d738a8b517eb433219c59. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Representation":"Direction","Optimization Goal":"Tuned for Recall"}. This record does not assert independent reproduction. ### DF attack Precision: 0.64. Result ID: 698d738a8b517eb433219c5b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Representation":"Raw Timing","Optimization Goal":"Tuned for Recall"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.