InFraudLabs Pro Fraud PreventionbyFraudlabs Pro·Oct 16Why Legitimate Customers Get Flagged as FraudstersImagine a customer finds the perfect product, completes checkout, and submits an order, only to have the payment declined or the order…
Patricia·Sep 23How AI-Powered Transaction Monitoring Reduces False Positives in AMLA compliance officer described their alert workload like this: “We review four hundred transaction monitoring alerts every week…
Hebsibanisha·Sep 2How would you reduce false positives in an AI classification system?A false positive occurs when the model predicts something is positive when it is actually negative.
Lorenzo Vitali·Jun 20Classic Binary Classification Metrics and top-k constraintsWhen I started with binary classifiers I thought the model magically would spit out only a 0 or 1. From those outputs a few simple metrics…
Raman Garg·May 27Understanding AI-Native Security (Part 4)SMT Solvers and the Math of Killing False Positives
UTMStack·Mar 12Taming the Noise: Advanced Strategies to Eradicate SIEM False PositivesFor Security Operations Centers (SOCs), alert fatigue is not just an operational annoyance; it is a critical vulnerability. When a SIEM…
Adnan Masood, PhD.·Feb 23False Positives: The Hidden Cost Center in Production AIA practical guide to reducing alert volume without missing the real incidents. Understanding False Positives in Real-World AI and ML…
manzarul haque·Feb 7Bloom FiltersBloom Filters 101: The Probabilistic Data Structure Every Developer Should Know
