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Secure Open-Source AI Agents with the DLP You Have Now

ID: b9c6380d-167d-5042-bd09-d10adb9a9364

STIX ID: report--b9c6380d-167d-5042-bd09-d10adb9a9364

Feed Name: security.com

Date Published: 2026-07-27

Date Updated: 2026-07-27

Author: Johnny Yum

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This proof-of-concept whitepaper describes a DLP-in-the-path architecture that integrates Symantec Distributed Detection Service (DDS) with open-source AI guardrails (e.g., Llama Guard) at an MCP gateway to inspect and enforce enterprise data protection policies on agent tool calls both inbound and outbound; it emphasizes fail-closed behavior, separation of detection and enforcement, practical inbound/outbound blocking examples, and the ability to reuse existing DLP policies to secure AI workflows rather than introducing a new, separate AI-specific data protection framework.

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