Evidence
Measured results.
Each row was produced by the engine, trained on normal behaviour only, and judged against a pass mark set before the run.
| Dataset and task | Result | Outcome |
|---|---|---|
| CSIC 2010 (public). Stop attacking web sources, not genuine ones | 91.69% of attacking sources by the 3rd request, 0 of 6,000 genuine; 100% by the 10th | Pass |
| ADFA-LD (public). Rank host intrusions above normal activity | AUC 0.9246 | Pass |
| AIT log data (public). Find attack windows in mail-server logs | AUC 0.9604, all 4 hosts | Pass |
| Server Machine Dataset (public). Find anomalies in server metrics | AUC 0.7747; 23 of 28 machines at 0.70 or better | Pass |
| Wikidata relations (public). Discover entity types with no labels | 81% purity against the true types | Pass |