# Intrusion Detection on OpTC 051 Source: [Intrusion Detection on OpTC 051]() Collection index: [llms.txt]() Data updated: 2026-05-11T10:23:46.855Z Evaluation of Intrusion Detection performance on the OpTC 051 dataset, reporting metrics including ADP (Mean/Min/Best) and Precision (Mean/Min/Best). 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 | Intrusion Detection | | Dataset (including any stated split) | OpTC 051 | | Metric | ADP (Mean) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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 - [ADP (Mean)](): Higher is better; unit: PERCENT. - [ADP (Min)](): Higher is better; unit: PERCENT. - [ADP (Best)](): Higher is better; unit: PERCENT. - [Delta (%)](): Higher is better; unit: PERCENT. - [Precision (Mean)](): Higher is better; unit: PERCENT. - [Precision (Min)](): Higher is better; unit: PERCENT. - [Precision (Best)](): Higher is better; unit: PERCENT. - [True Positives (Best)](): Higher is better; unit: SCALAR. - [False Positives (Best)](): Lower is better; unit: SCALAR. - [Area Ratio (µAr)](): Higher is better; unit: SCALAR. - [Coeff. of Variation Area Ratio (cˆVAr)](): Higher is better; unit: SCALAR. - [Mean Value (µa)](): Higher is better; unit: SCALAR. - [Mean Score (µe)](): Higher is better; unit: SCALAR. - [True Positives (Mean) (µTP)](): Higher is better; unit: SCALAR. ## Recorded results | Method | ADP (Mean) | Result date | Report paper | | --- | --- | --- | --- | | GRASP | 100 | Not recorded | 6a0162bedbc836b87d82337b | | MAGIC | 100 | Not recorded | 6a0162bedbc836b87d82337b | | GRASP | 100 | Not recorded | 6a0162bedbc836b87d82337b | | ORTHRUS | 68 | Not recorded | 6a0162bedbc836b87d82337b | | THREATRACE | 62 | Not recorded | 6a0162bedbc836b87d82337b | | FLASH | 58 | Not recorded | 6a0162bedbc836b87d82337b | | THREATRACE | 57 | Not recorded | 6a0162bedbc836b87d82337b | | VELOX | 57 | Not recorded | 6a0162bedbc836b87d82337b | | KAIROS | 50 | Not recorded | 6a0162bedbc836b87d82337b | | VELOX | 39 | Not recorded | 6a0162bedbc836b87d82337b | | KAIROS | 38 | Not recorded | 6a0162bedbc836b87d82337b | | MAGIC | 37 | Not recorded | 6a0162bedbc836b87d82337b | | ORTHRUS | 25 | Not recorded | 6a0162bedbc836b87d82337b | | NODLINK | 20 | Not recorded | 6a0162bedbc836b87d82337b | | FLASH | 14 | Not recorded | 6a0162bedbc836b87d82337b | | NODLINK | 3 | Not recorded | 6a0162bedbc836b87d82337b | ### GRASP ADP (Mean): 100. Result ID: 6a01ae3147f34ce924e430ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGIC ADP (Mean): 100. Result ID: 6a01ae3147f34ce924e430f7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GRASP ADP (Mean): 100. Result ID: 6a01ae3147f34ce924e430fc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ORTHRUS ADP (Mean): 68. Result ID: 6a01ae3147f34ce924e430ea. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### THREATRACE ADP (Mean): 62. Result ID: 6a01ae3147f34ce924e430f5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FLASH ADP (Mean): 58. Result ID: 6a01ae3147f34ce924e430f9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### THREATRACE ADP (Mean): 57. Result ID: 6a01ae3147f34ce924e430e5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VELOX ADP (Mean): 57. Result ID: 6a01ae3147f34ce924e430eb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KAIROS ADP (Mean): 50. Result ID: 6a01ae3147f34ce924e430e8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VELOX ADP (Mean): 39. Result ID: 6a01ae3147f34ce924e430fb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KAIROS ADP (Mean): 38. Result ID: 6a01ae3147f34ce924e430f8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGIC ADP (Mean): 37. Result ID: 6a01ae3147f34ce924e430e7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ORTHRUS ADP (Mean): 25. Result ID: 6a01ae3147f34ce924e430fa. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NODLINK ADP (Mean): 20. Result ID: 6a01ae3147f34ce924e430e6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FLASH ADP (Mean): 14. Result ID: 6a01ae3147f34ce924e430e9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NODLINK ADP (Mean): 3. Result ID: 6a01ae3147f34ce924e430f6. [Reporting 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.