# Intrusion Detection on Clearscope E3 Source: [Intrusion Detection on Clearscope E3]() Collection index: [llms.txt]() Data updated: 2026-05-11T10:23:46.815Z Evaluation of model performance for Intrusion Detection using the Clearscope E3 dataset, reporting metrics such as ADP (Mean/Min/Best) and Precision breakdowns. 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) | Clearscope E3 | | Metric | ADP (Mean) | | 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 - [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. - [TP (Best)](): Higher is better; unit: SCALAR. - [FP (Best)](): Lower is better; unit: SCALAR. - [Mu Ar](): Higher is better; unit: PERCENT. - [C\_hat V Ar](): Higher is better; unit: PERCENT. - [Mu A](): Higher is better; unit: SCALAR. - [Mu E](): Higher is better; unit: PERCENT. - [Mu TP](): Higher is better; unit: SCALAR. ## Recorded results | Method | ADP (Mean) | Result date | Report paper | | --- | --- | --- | --- | | ORTHRUS | 75 | Not recorded | 6a0162bedbc836b87d82337b | | KAIROS | 42 | Not recorded | 6a0162bedbc836b87d82337b | | VELOX | 30 | Not recorded | 6a0162bedbc836b87d82337b | | R-CAID | 14 | Not recorded | 6a0162bedbc836b87d82337b | | FLASH | 3 | Not recorded | 6a0162bedbc836b87d82337b | | SIGL | 2 | Not recorded | 6a0162bedbc836b87d82337b | | THREATRACE | 2 | Not recorded | 6a0162bedbc836b87d82337b | | MAGIC | 2 | Not recorded | 6a0162bedbc836b87d82337b | | NODLINK | 1 | Not recorded | 6a0162bedbc836b87d82337b | | GRASP | 0 | Not recorded | 6a0162bedbc836b87d82337b | ### ORTHRUS ADP (Mean): 75. Result ID: 6a01ae3147f34ce924e430e2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KAIROS ADP (Mean): 42. Result ID: 6a01ae3147f34ce924e430df. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VELOX ADP (Mean): 30. Result ID: 6a01ae3147f34ce924e430e3. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### R-CAID ADP (Mean): 14. Result ID: 6a01ae3147f34ce924e430e1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FLASH ADP (Mean): 3. Result ID: 6a01ae3147f34ce924e430e0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SIGL ADP (Mean): 2. Result ID: 6a01ae3147f34ce924e430db. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### THREATRACE ADP (Mean): 2. Result ID: 6a01ae3147f34ce924e430dc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGIC ADP (Mean): 2. Result ID: 6a01ae3147f34ce924e430de. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NODLINK ADP (Mean): 1. Result ID: 6a01ae3147f34ce924e430dd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GRASP ADP (Mean): 0. Result ID: 6a01ae3147f34ce924e430e4. [Reporting paper]() [Method origin 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.