Two friends Rio and Alex play video games in their leisure hour. Rio showed Alex a new game where they need to gain energy and spend the energy to pass the level. After playing some time Alex found it very interesting and addictive. While playing the game Alex saw an advertisement that popped up where he was offered to get a crack version of a paid token to boost up his energy. Alex clicked on that advertisement to retain the token and got a link in his email address. Alex got very addicted and could not wait to click on that link that came to his email id but he found nothing. Later he left the tab but after a while, Alex found that his account was hacked and all his data was deleted from his account. Later on, Alex asked for his uncle’s help to regain access to his email address. His uncle found out the reason behind this. He added that nowadays there are more machine learning approaches for spam detection. Not only this, but he also said that machine learning is used in making online transactions safer for the users. Which machine learning method can be used in the above scenario? State the difference between that specific method with the other two methods.

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
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Two friends Rio and Alex play video games in their leisure hour. Rio showed Alex a new game where they need to gain energy and spend the energy to pass the level. After playing some time Alex found it very interesting and addictive. While playing the game Alex saw an advertisement that popped up where he was offered to get a crack version of a paid token to boost up his energy. Alex clicked on that advertisement to retain the token and got a link in his email address. Alex got very addicted and could not wait to click on that link that came to his email id but he found nothing. Later he left the tab but after a while, Alex found that his account was hacked and all his data was deleted from his account. Later on, Alex asked for his uncle’s help to regain access to his email address. His uncle found out the reason behind this. He added that nowadays there are more machine learning approaches for spam detection. Not only this, but he also said that machine learning is used in making online transactions safer for the users. Which machine learning method can be used in the above scenario? State the difference between that specific method with the other two methods.
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