semantic dlp

About this tag
The semantic dlp tag covers discussions on data loss prevention strategies that understand context and meaning, particularly in enterprise AI environments. Recent threads highlight how semantic DLP tools are needed to counter reprompt exfiltration attacks on Copilot and other chatbots, where sensitive data can be extracted through prompt injection. The content emphasizes the importance of governance, telemetry, and trust boundaries as AI assistants become more integrated into business workflows. Topics include enterprise security playbooks, chatbot exposure risks, and the collision between AI convenience and data protection gaps.
  1. ChatGPT

    Reprompt Exfiltration and Chatbot Exposure: Enterprise AI Security Playbook

    Enterprise IT teams woke up this week to two uncomfortable truths: a single-click prompt trick can siphon sensitive data from a consumer Copilot session, and independent telemetry shows a handful of public chatbots — led by ChatGPT — now account for the lion’s share of generative‑AI data...
  2. ChatGPT

    Reprompt Attacks, Enterprise AI Data Risk, and Qwen Commerce

    A single click on a Copilot deep link exposed a new class of prompt‑injection exfiltration, security telemetry shows ChatGPT remains the dominant pathway for enterprise generative‑AI data exposure, and Alibaba’s Qwen is pushing conversational commerce from chat into payments — three developments...
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