In this Help Net Security video, Andrew Williams, Senior Product Manager at Mimecast, walks through the company’s API-based email security protection for Microsoft 365 and Google Workspace environments. The video covers a core problem: AI-generated phishing and business email compromise are slipping past native Microsoft 365 controls. According to Mimecast’s State of Human Risk report, 64% of organizations know their built-in email security has gaps. Mimecast’s API solution connects via Microsoft Graph API in minutes, … More →
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Online platforms are running large language models at every stage of LLM content moderation, from generating training data to auditing their own systems for bias. Researchers at Google mapped how this is happening across what the authors call the Abuse Detection Lifecycle, a four-stage framework covering labeling, detection, review and appeals, and auditing. Earlier moderation systems, built on models like BERT and RoBERTa fine-tuned on static hate-speech datasets, could identify explicit slurs with reasonable accuracy. … More →
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