{"id":12894,"date":"2022-03-27T20:00:18","date_gmt":"2022-03-27T14:30:18","guid":{"rendered":"https:\/\/www.allerin.com\/blog\/?p=12894"},"modified":"2022-03-07T20:01:31","modified_gmt":"2022-03-07T14:31:31","slug":"how-machine-learning-neutralizes-the-devastating-threat-of-credit-card-fraud","status":"publish","type":"post","link":"https:\/\/www.allerin.com\/blog\/how-machine-learning-neutralizes-the-devastating-threat-of-credit-card-fraud\/","title":{"rendered":"How Machine Learning Neutralizes the Devastating Threat of Credit Card Fraud"},"content":{"rendered":"<p><a href=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2022\/03\/machine-learning-in-banking.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-12895\" src=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2022\/03\/machine-learning-in-banking.jpg\" alt=\"machine learning in banking\" width=\"1920\" height=\"735\" srcset=\"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/03\/machine-learning-in-banking.jpg 1920w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/03\/machine-learning-in-banking-300x115.jpg 300w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/03\/machine-learning-in-banking-1024x392.jpg 1024w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/03\/machine-learning-in-banking-768x294.jpg 768w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/03\/machine-learning-in-banking-1536x588.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/a>The advent of <a href=\"https:\/\/www.allerin.com\/blog\/how-to-identify-new-digital-opportunities-for-a-bank\">digitization in banking<\/a> has introduced several cybersecurity-related issues in such finance-based organizations. For example, reported financial fraud <a href=\"https:\/\/securityboulevard.com\/2020\/06\/financial-fraud-reports-in-the-us-jumped-by-104-in-2020-q1\/\">had increased by 104% in the first quarter of 2020, compared to Q1 2019<\/a>. One of the main types of financial fraud is credit card fraud, which involves hackers accessing an individual&#8217;s card and illegally using it. While card-owners can call their banks and freeze the card on encountering this issue, preventing the possibility of such fraud must be the priority for banks and credit card companies. A guaranteed way to address this problem is by using machine learning for fraud detection. This application of machine learning in banking is yet another example of <a href=\"https:\/\/www.allerin.com\/blog\/using-ai-positively-influences-your-expense-management-and-cash-flow-analysis\">AI being used for finance-related purposes in organizations<\/a>.<\/p>\n<h2>Scanning Purchase Patterns to Detect Fraud<\/h2>\n<p><a href=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2022\/03\/How-Machine-Learning-Neutralizes-the-Devastating-Threat-of-Credit-Card-Fraud.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-12896\" src=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2022\/03\/How-Machine-Learning-Neutralizes-the-Devastating-Threat-of-Credit-Card-Fraud.png\" alt=\"machine learning in banking\" width=\"1080\" height=\"1080\" srcset=\"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/03\/How-Machine-Learning-Neutralizes-the-Devastating-Threat-of-Credit-Card-Fraud.png 1080w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/03\/How-Machine-Learning-Neutralizes-the-Devastating-Threat-of-Credit-Card-Fraud-300x300.png 300w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/03\/How-Machine-Learning-Neutralizes-the-Devastating-Threat-of-Credit-Card-Fraud-1024x1024.png 1024w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/03\/How-Machine-Learning-Neutralizes-the-Devastating-Threat-of-Credit-Card-Fraud-150x150.png 150w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/03\/How-Machine-Learning-Neutralizes-the-Devastating-Threat-of-Credit-Card-Fraud-768x768.png 768w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/03\/How-Machine-Learning-Neutralizes-the-Devastating-Threat-of-Credit-Card-Fraud-144x144.png 144w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/03\/How-Machine-Learning-Neutralizes-the-Devastating-Threat-of-Credit-Card-Fraud-120x120.png 120w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/a><\/p>\n<p>AI-based fraud detection systems closely scan the credit card statements of users continually. AI&#8217;s advanced pattern and anomaly recognition come into play by detecting buying patterns that cannot be found with human eyes. For example, if a user doesn&#8217;t particularly shop a lot online and suddenly\u2014as per their card statement\u2014starts doing so with some frequency, the system raises a red flag. Similarly, if a user suddenly begins making purchases from stores that are miles away from where they stay, a flag is raised. There are several such parameters. Additionally, the tools based on machine learning in banking can differentiate between a one-off purchase and multiple purchases following the same pattern. In this way, false positives are avoided in credit card fraud detection. Once the system raises red flags after scanning real-time purchases, credit card companies or banks can deploy their investigation team to look into the matter and take the appropriate action before any significant activity takes place with the card.<\/p>\n<h2>Using Machine Learning for Fraud Detection<\/h2>\n<p>The Denmark-based Danske Bank <a href=\"https:\/\/assets.teradata.com\/resourceCenter\/downloads\/CaseStudies\/CaseStudy_EB9821_Danske_Bank_Fights_Fraud.pdf\">employs AI for credit card fraud detection<\/a>. After implementing the technology for the purpose, the bank reduced the number of false positives in fraud detection by 60% and reported a 50% increase in the number of detected cases of fraud.<\/p>\n<h4><\/h4>\n<p>Banks and credit card companies walk a thin line during credit card fraud detection. They do not wish to incorrectly flag every transaction as fraudulent. At the same time, every case of credit card fraud must be caught immediately. Machine learning in banking is necessary to achieve both these objectives seamlessly.<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The advent of digitization in banking has introduced several cybersecurity-related issues in such finance-based organizations. For example, reported financial fraud had increased by 104% in the first quarter of 2020,&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[5,3],"tags":[],"class_list":["post-12894","post","type-post","status-publish","format-standard","hentry","category-ai","category-technology"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.5 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How Machine Learning Neutralizes the Devastating Threat of Credit Card Fraud<\/title>\n<meta name=\"description\" content=\"Using traditional methods to detect instances of credit card fraud slows down the process of resolving such issues. The application of machine learning in banking promises to find quicker and accurate solutions for all kinds of financial institutions.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.allerin.com\/blog\/how-machine-learning-neutralizes-the-devastating-threat-of-credit-card-fraud\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Machine Learning Neutralizes the Devastating Threat of Credit Card Fraud\" \/>\n<meta property=\"og:description\" content=\"The advent of digitization in banking has introduced several cybersecurity-related issues in such finance-based organizations. For example, reported\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.allerin.com\/blog\/how-machine-learning-neutralizes-the-devastating-threat-of-credit-card-fraud\/\" \/>\n<meta property=\"og:site_name\" content=\"Artificial Intelligence, ROBOTICS, AUTOMATION\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/allerintech\" \/>\n<meta property=\"article:published_time\" content=\"2022-03-27T14:30:18+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2022\/03\/machine-learning-in-banking.jpg\" \/>\n<meta name=\"author\" content=\"Naveen Joshi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@joshinav\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Naveen Joshi\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/how-machine-learning-neutralizes-the-devastating-threat-of-credit-card-fraud\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/how-machine-learning-neutralizes-the-devastating-threat-of-credit-card-fraud\\\/\"},\"author\":{\"name\":\"Naveen Joshi\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#\\\/schema\\\/person\\\/d01e43be365179dae3ff572b2007c64e\"},\"headline\":\"How Machine Learning Neutralizes the Devastating Threat of Credit Card Fraud\",\"datePublished\":\"2022-03-27T14:30:18+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/how-machine-learning-neutralizes-the-devastating-threat-of-credit-card-fraud\\\/\"},\"wordCount\":402,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/how-machine-learning-neutralizes-the-devastating-threat-of-credit-card-fraud\\\/#primaryimage\"},\"thumbnailUrl\":\"http:\\\/\\\/www.allerin.com\\\/wp-blog\\\/wp-content\\\/uploads\\\/2022\\\/03\\\/machine-learning-in-banking.jpg\",\"articleSection\":[\"Artificial Intelligence\",\"Technology\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.allerin.com\\\/blog\\\/how-machine-learning-neutralizes-the-devastating-threat-of-credit-card-fraud\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/how-machine-learning-neutralizes-the-devastating-threat-of-credit-card-fraud\\\/\",\"url\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/how-machine-learning-neutralizes-the-devastating-threat-of-credit-card-fraud\\\/\",\"name\":\"How Machine Learning Neutralizes the Devastating Threat of Credit Card Fraud\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/how-machine-learning-neutralizes-the-devastating-threat-of-credit-card-fraud\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/how-machine-learning-neutralizes-the-devastating-threat-of-credit-card-fraud\\\/#primaryimage\"},\"thumbnailUrl\":\"http:\\\/\\\/www.allerin.com\\\/wp-blog\\\/wp-content\\\/uploads\\\/2022\\\/03\\\/machine-learning-in-banking.jpg\",\"datePublished\":\"2022-03-27T14:30:18+00:00\",\"description\":\"Using traditional methods to detect instances of credit card fraud slows down the process of resolving such issues. 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