We are thrilled to announce the release of Login AlertX v3.7.5. This milestone update represents a massive security upgrade, introducing a brand new Ensemble Machine Learning engine and advanced time-series frequency tracking to keep your network safer than ever. Here is what is new in this release.
🚀 Features & Improvements
- Ensemble Machine Learning: We’ve paired our existing PCA engine with a powerful new Gradient Boosted Tree algorithm. By evaluating 8 distinct data points in real-time, this dual approach drastically reduces false positives and assigns highly accurate Anomaly Scores to every login.
- Login Frequency Monitoring: The engine now tracks login patterns in a rolling 1-hour window. If a user logs in more than 5 times in an hour, the Risk Level instantly spikes to High, alerting you to potential brute-force or credential-stuffing attacks.
- Dormant Account Alerts: To help you identify compromised ghost accounts, the system now automatically flags logins from any user account that has been inactive for more than 14 days.
As part of this update, Premium and Trial users will now receive significantly enhanced insights on every login event. By leveraging the full power of the new ML pipeline, premium alerts now include highly accurate Risk Levels, precise Anomaly Scores, and Predictive Reasons, giving you deeper visibility into exactly why a login was flagged.
With v3.7.5, your security intelligence is vastly smarter, faster, and more robust. The combination of ensemble ML and time-series monitoring gives you unprecedented visibility into anomalous behaviors on your network. Download v3.7.5 today to experience the upgraded security engine.
Note for Free Users: If you are currently on our Free tier, you can unlock the full power of these new advanced scoring and anomaly insights by starting a free trial or upgrading to a Premium plan today!
Cheers,
Vishwas R,
Team Login AlertX