Machine Learning Models
| Version | Release Notes | Launch Date |
|---|---|---|
| v1 | First Machine Learning Model released. | Q1 2019 |
| v2 | Introduced dynamic inter-request features to leverage the Cloudflare network to detect new bots more accurately. Feedback other Bot Management detection mechanisms to the machine learning model to more accurately detect bots. |
Q1 2020 |
| v3 | Fixed accuracy issues under some conditions in the previous version. | Q2 2020 |
| v4 | Improved scoring for iOS devices. Fixed scoring inaccuracy in Firefox builds. |
Q1 2021 |
| v5 | Recalibrated model for the
removal of _cfduid cookie. Introduced new signals to reduce false negatives. |
Q2 2021 |
| v6 | Significantly improved scoring for native Android application traffic. Improved scoring on the newest versions of Chromium browsers. |
Q1 2022 |