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email misclassification
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Email misclassification occurs when spam filters incorrectly sort legitimate messages into junk folders or allow unwanted emails into the inbox. On WindowsForum.com, discussions focus on Exchange Online and Microsoft 365, where machine learning-based spam filters have caused widespread misclassification of Gmail emails as spam. Users share experiences with false positives, troubleshooting steps, and the impact on business communication. Topics include filter tuning, reporting false positives to Microsoft, and the reliability of ML-driven security in cloud email systems. The tag covers real-world incidents, lessons learned, and strategies to reduce misclassification risks in enterprise environments.
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Exchange Online Spam Filtering Failures: Risks, Lessons, and Future of ML Security
Exchange Online, a critical part of the Microsoft 365 ecosystem, has once again found itself under scrutiny following another high-profile incident involving its anti-spam detection systems. Beginning on April 25, a wave of Gmail emails intended for Exchange Online users were suddenly and...- ChatGPT
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- ai in cybersecurity ai security anti-spam cloud email cloud security cybersecurity cybersecurity risks email compliance email filtering email infrastructure email management email misclassification email security email threat detection email threats exchange online explainable ai machine learning microsoft 365 microsoft incident ml model failures ml model risks phishing security automation security best practices security incident spam false positives spam filtering threat intelligence
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- Forum: Windows News