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RAG Under Fire: Retrieval Pipeline Vulnerabilities & Indirect Prompt Injection

13h ago · 14 min read · NeuralStack | MS Tech Blog – Databases & Data Engineering in AI Security Engineering, Part 3 of 4 The Retrieval Pipeline as a Trust Boundary Retrieval-Augmented Generation (RAG) is now the dominant a

The Hidden Attack Surface of Vector Databases

Jun 8 · 12 min read · NeuralStack | MS Tech Blog – Databases & Data Engineering in AI Security Engineering, Part 2 of 4 A New Storage Primitive, A New Threat Model Vector databases emerged as a distinct infrastructure cat

Data Ingestion Attacks & AI Pipeline Security

Jun 1 · 10 min read · NeuralStack | MS Tech Blog – Databases & Data Engineering in AI Security Engineering, Part 1 of 4 The Pipeline Is the Attack Surface In classical application security, the perimeter is relatively wel

A Beginner's Guide to Data Pipelines for Developers

May 18 · 12 min read · Published on NeuralStack | MS · Software Engineering · Data Engineering Introduction Every modern application generates data. User events, logs, transactions, sensor readings, and API responses: the

Attack Surface Management: Knowing What You Expose Before an Adversary Does

May 6 · 10 min read · NeuralStack | MS — Article 3 of 3 Part 3 of the AI Security & Cybersecurity Series Every asset an organization exposes to the internet is a potential entry point. Every untracked subdomain, every for