data-leakage
Safeguard articles tagged "data-leakage" — guides, analysis, and best practices for software supply chain and application security.
5 articles
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.
Securing Vector Databases: The Overlooked Attack Surface in AI Apps
Vector databases became critical infrastructure the moment RAG went mainstream, but most are deployed with the security posture of a cache. Embeddings leak, indexes get poisoned, and tenants bleed into each other.
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.
RAG Pipeline Security Controls in 2026
Retrieval-augmented generation pipelines have become a primary breach vector for LLM products. The controls that contain the risk without breaking the use case.
Third-party library risk in Android apps: permissions, SD...
Every Android app runs dozens of third-party SDKs with full app permissions. Here's how android third-party library risk turns into real data leaks — and how Safeguard catches it first.