Knowledge Base Regulation Tracker Standards & Frameworks OSS Directory AI Incident Database Research Paper Library Case Studies Society Articles News Jobs About Charter Sign inBecome a Member
Home/AI Incident Database/AI Spam Filters Allegedly Block Legitimate Emails Based on Biased Keyword Detection

AI Spam Filters Allegedly Block Legitimate Emails Based on Biased Keyword Detection

AlgorithmWatch tested spam filtering algorithms across Gmail, Yahoo, Outlook, GMX, and LaPoste. Their findings reportedly showed that Microsoft Outlook’s spam filter flagged emails based on specific keywords that led to racial and content-based biases blocking legitimate communications. Emails mentioning Nigeria or containing certain financial and sexual health terms were found to be disproportionately marked as spam.

Severity: MediumYahoo! Mail'S Spam FilterSpamassassinMicrosoft Outlook'S Spam FilterLaposte Mail'S Spam FilterUnfair discrimination and misrepresentation

Contribute

Spot an error, or know a record we should add? Members can propose additions and submit corrections.