From Machine Learning

Decision Trees

Machine Learning Algorithms Explained - Decision Trees

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In our new series, Machine Learning Algorithms Explained, our goal is to give you a good sense of how the algorithms behind machine learning work Read more

From Real-Time Learning to Reinforcement Learning with Asynchronous Feedback

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Online, or real-time, transactional fraud detection systems have recently created quite the buzz in the info security industry. Read more

Classifying Phishing

Classifying Phishing URLs Using Recurrent Neural Networks

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Easy Solutions data scientists, including the author of this article, will present extensive research on the use of deep neural networks to detect phishing sites. Read more

Machine Learning Explained

Machine Learning Explained

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Machine Learning Explained

 

Machine learning models are often dismissed on the grounds of lack of interpretability. There is a popular story about modern algorithms that goes as follows: Read more

Fake news and digital trust

Fake News and Digital Trust: How to Take Back Control of the Web from Cybercriminals

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Last year was an unprecedented time for cyber security and fraud with a record number of exploited vulnerabilities and high-profile breaches. Read more

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