dlp
Safeguard articles tagged "dlp" — guides, analysis, and best practices for software supply chain and application security.
5 articles
Practical DLP controls for generative AI tools
Samsung engineers leaked chip source code into ChatGPT three times in 20 days. Here's how to build DLP controls that stop the next leak before it happens.
When Shared AI Chats Become Public Search Results
In July 2025, ~4,500 shared ChatGPT conversations turned up indexed on Google. Here's why sharable AI chats leak, and how enterprises stop it at the gateway.
Data Exfiltration via LLM Agents in 2026
Tool-using agents have become a viable exfiltration channel. The patterns showing up in incident reports, and the controls that contain them.
AI Coding Assistant Data Leakage Paths
AI coding assistants promise productivity but expand the data leakage surface in specific, mappable ways. The paths, the mitigations, and what enterprise policy actually looks like.
LLM Output Filtering as a Security Control
Output filters are the last line before the user and the tool call. We cover when they work, when they fail, and how to measure them honestly in production.