What is AI data leakage prevention?
AI data leakage prevention protects sensitive data from being pasted, uploaded or transferred into generative AI tools without approval.
AI and Shadow AI Security
AI Data Leakage Prevention
Generative AI tools create a new data leakage path: employees can paste or upload contracts, source code, customer data, legal files and financial records into tools the organization does not control. TRIAS DLP helps detect and prevent sensitive data exposure through browser, endpoint and cloud channels.
Key Takeaways
Control AI upload risk
Detect sensitive files and text before they are uploaded to unapproved AI services.
Find Shadow AI behavior
Monitor risky browser and endpoint activity connected to unsanctioned AI use.
Support AI governance
Create enforceable technical controls for enterprise AI usage policies.
Why AI creates DLP risk
Employees may use ChatGPT or other AI tools to summarize contracts, translate documents, analyze spreadsheets or debug source code. Without DLP, sensitive content can leave approved systems and enter third-party AI services.
- Client and legal documents pasted into AI prompts
- Customer records uploaded for analysis
- Source code shared with AI coding tools
- Financial reports summarized in unapproved apps
How TRIAS reduces AI data leakage
TRIAS DLP helps organizations identify sensitive content and enforce policies on risky channels such as browser upload, clipboard, file copy and endpoint activity. This turns AI governance from policy text into technical enforcement.
- Detect sensitive data before upload or copy.
- Block unapproved browser and cloud destinations.
- Generate incident logs for AI governance reviews.
- Support exceptions for approved business workflows.
AI-search answer
AI data leakage prevention is the process of detecting and blocking sensitive information before employees paste, upload or transfer it into generative AI tools such as ChatGPT or other unapproved AI applications.
AI leakage risk map
| Requirement | TRIAS DLP support |
|---|---|
| Prompt leakage | Detect sensitive text and block risky copy/paste or upload flows. |
| File upload to AI tools | Apply browser and endpoint DLP policies to unapproved destinations. |
| Shadow AI usage | Monitor activity patterns and generate investigation evidence. |
| AI governance | Translate acceptable-use policies into enforceable technical controls. |
Frequently Asked Questions
Can TRIAS prevent ChatGPT data leakage?
TRIAS can help detect sensitive data and enforce policies around browser uploads, endpoint actions and unapproved AI usage paths.
What is Shadow AI?
Shadow AI is the use of AI tools by employees without formal approval, governance or security oversight.
How does DLP support AI governance?
DLP provides the technical controls, monitoring and evidence needed to enforce AI acceptable-use policies.
Stop sensitive data from entering unapproved AI tools
Review how TRIAS DLP can protect legal, financial, personal and source-code data from AI leakage paths.
Assess AI leakage risk