# Intrusion Detection on Cadets E5 Source: [Intrusion Detection on Cadets E5]() Collection index: [llms.txt]() Data updated: 2026-05-11T10:23:46.905Z Evaluation of model performance for Intrusion Detection using the Cadets E5 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) | Cadets E5 | | Metric | ADP (Mean) | | 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 - [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: SCALAR. - [Precision (Mean)](): Higher is better; unit: PERCENT. - [Precision (Min)](): Higher is better; unit: PERCENT. - [Precision (Best)](): Higher is better; unit: PERCENT. - [TP (Best)](): Higher is better; unit: SCALAR. - [FP (Best)](): Lower is better; unit: SCALAR. ## Recorded results | Method | ADP (Mean) | Result date | Report paper | | --- | --- | --- | --- | | GRASP | 100 | Not recorded | 6a0162bedbc836b87d82337b | | ORTHRUS | 44 | Not recorded | 6a0162bedbc836b87d82337b | | VELOX | 31 | Not recorded | 6a0162bedbc836b87d82337b | | NODLINK | 23 | Not recorded | 6a0162bedbc836b87d82337b | | MAGIC | 5 | Not recorded | 6a0162bedbc836b87d82337b | | FLASH | 4 | Not recorded | 6a0162bedbc836b87d82337b | | KAIROS | 2 | Not recorded | 6a0162bedbc836b87d82337b | | THREATRACE | 0 | Not recorded | 6a0162bedbc836b87d82337b | ### GRASP ADP (Mean): 100. Result ID: 6a01ae3147f34ce924e43104. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ORTHRUS ADP (Mean): 44. Result ID: 6a01ae3147f34ce924e43102. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VELOX ADP (Mean): 31. Result ID: 6a01ae3147f34ce924e43103. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NODLINK ADP (Mean): 23. Result ID: 6a01ae3147f34ce924e430fe. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGIC ADP (Mean): 5. Result ID: 6a01ae3147f34ce924e430ff. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FLASH ADP (Mean): 4. Result ID: 6a01ae3147f34ce924e43101. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KAIROS ADP (Mean): 2. Result ID: 6a01ae3147f34ce924e43100. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### THREATRACE ADP (Mean): 0. Result ID: 6a01ae3147f34ce924e430fd. [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.