From Machine Learning

Machine-Learning Misconceptions

Debunking Machine Learning Misconceptions

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Machine learning has never been more prevalent and accessible than it is today. It has managed to influence and boost several industries and markets. Read more

swordphish

An Answer to the Failing Blacklist System

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This post is part of our continuing series of exploring and integrating new probabilistic tools for fraud prevention. Read the first and second installments.

The most common way to mitigate phishing attacks is by warning end users that they have navigated to a phishing website, for which the browser must Read more

Fraud Detection

Fraud Detection That Accounts for Misclassification Using Cost-Sensitive Logistic Regression

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This article is a continuation of a previous post entitled “Evaluating a Fraud Detection Using Cost-Sensitive Predictive Analytics.” Read more

Cost sensitive predictive analytics

Evaluating a Fraud Detection Using Cost-Sensitive Predictive Analytics

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A credit card fraud detection algorithm consists in identifying those transactions with a high probability of being fraudulent based on historical fraud patterns. Read more